MicroVentures is an investment platform that combines Venture Capital and Equity crowdfunding — allowing you invest in early and late stage investment opportunities.

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MicroVentures is an equity crowdfunding website offering investments in early stage companies. MicroVentures connects accredited investors with startups, businesses and services looking to raise funds or participate in select secondary market opportunities. It is the only major equity crowdfunding ...

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MicroVentures is an online equity crowdfunding platform enabling angel investors to connect with startups to raise capital.

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It has held early discussions with potential advisors at a valuation above the $4B figure it received in its 2021 funding round. Learn more about #MicroVentures’ portfolio company: https://lnkd.in/gJu6p6id #initialpublicoffering #invest #investing #investment #startupinvesting #AI ...

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View MicroVentures (www.microventures.com) location in Texas, United States , revenue, industry and description. Find related and similar companies as well as employees by title and much more.

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They offer Reg CF crowdfunding ... investors, including shares in late-stage private companies like Dropbox, Redfin and Docusign. With an emphasis on due diligence and personal outreach to every investor, Microventures is an excellent choice for someone looking at startup ...

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MicroVentures is an equity crowdfunding website offering investments in early-stage companies. MicroVentures connects accredited and non-accredited investors with highly-vetted startups that are looking to raise funds. Accredited investors can also invest in late-stage primary and secondary ...

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Netcapital gives stiff competition to MicroVentures by allowing investors to start investing with just $99. It has raised around $ 5 million for GenesisAI, a platform connecting companies needing AI with companies aiming to monetize their AI technologies. Also, it enables AI companies to connect ...

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Before this, he served as a credit manager for companies like Dell (NYSE: ... PYPL) and GMAC. ... But when the economy imploded, he realized that there was a need to create an online platform to help struggling small businesses raise capital from the public. Growth was strong from the start. And over time, MicroVentures ...

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MicroVentures operates a crowdfunding platform in the area of Equity Crowdfunding that offers financing to business owners. Investments are starting at minimum $100

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MicroVentures Marketplace is a company that focuses on equity crowdfunding and venture capital financing in the financial services industry. Use the CB Insights Platform to explore MicroVentures Marketplace&#x27;s full profile.

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Descriptive Analysis: Why Did These 500 Trending Startups Shut Down?

This article is part of my ↗️ where I share insights on building in tech. Join me :)‍ Note: resource newsletters 👋 I’m , a product builder. I’ve built & launched multiple apps using the method: , , , , , , +more Zoe Chew rapid MVP sneaker app personal FAQ meal kit app virtual event app SaaS tracker food delivery content app At , I’m on a quest to understand the future of the Internet, and how builders can improve other people's lives by creating something valuable in the marketplace. VentureScale Today’s post is about wealth & health creation. If you’re interested in the curation economy & social communities — check out the . previous report In this venture report, I break down 3 market opportunities: The future of private wealth management and family offices (Fintech) Democratize investment opportunities and helping everyday individuals to build wealth (Real estate investing, Fintech) Direct-to-consumer (D2C) for healthcare (Wellness tech) Disclaimer: This report contains research-based tech trends , market analysis, product frameworks, and startup ideas to spark inspiration in building your next thing. The content is intended for informational purposes only. This information is not intended as tech investment advice. Trend #1: The future of family offices and private wealth management will be remote Family offices exist to help high-net-worth individuals (ie. $100 million+ in liquid assets) . They help clients to establish an in-house team of experts to support their financial and personal needs. manage, preserve, and grow wealth Affluent individuals and influential families with seek private wealth managers for financial management, investment advisory, charity planning, tax strategy, accounting, and estate planning. vast fortunes The rise of digitization opens up tremendous opportunities for This means digitizing financial services delivery, portfolio management, investment planning, financial reporting, etc. virtual family offices. 🚀 Takeaway As wealth creation continues to develop in the younger generations (non-generational wealth holders), digital family offices will become more accessible for a broader range of wealthy and successful families, not just favoring the ultra-wealthy. (📥 Full version) See Startup Opportunity #1. Trend #2: Crowdfunding platforms will continue to democratize investment opportunities and help individuals to build wealth With equity crowdfunding platforms, individuals and even will get a chance to invest their money in alternative asset classes (i.e. other than typical cash, stocks, and bonds). unaccredited investors For example, real estate crowdfunding. Companies like , , , and (starting with as little as $500) are invented to connect investors with commercial CrowdStreet Fundrise PeerStreet DiversifyFund real estate projects. and allow individuals to access startup investments. Investors get paid based on the equity percentage they owned in the companies they have invested in. AngelList Microventures allows everyday investors to access a marketplace of alternative assets — startups, real estate, video games, and crypto. Republic 🚀 Takeaway Create solutions to help everyday individuals to own alternative asset classes. Provide due diligence and vehicles to diversify their portfolios. (📥 Full version) See Startup Opportunity #2. Trend #3: Direct-to-consumer (D2C) for online pharmacy is changing the way consumers purchase healthcare products & services are facing high competition and reduced margins, thus can’t afford to compete on the lower-cost value proposition. Traditional pharmacy retailers Whereas D2C online healthcare brands are gaining popularity due to niche-focused ailments, personalized approach, and . eliminate middlemen to ship their products at a lower cost , prescriptions, clinical appointments, medications, and physicians are going digital. Accessing diagnosis provides online treatment for migraine patients. provides online healthcare for patients with chronic conditions. Cove Parsley Health Without in-person visits, telehealth startups help eliminate social stigma for obtaining prescriptions related to sexual health ( , ) and hair loss ( , , ). Roman Rory Keeps Hims Hers 🚀 Takeaway Create D2C brands for wellness focusing on the human potential and performance of knowledge professionals. (📥 Full version) See Startup Opportunity #3. 👉 Full version of this report Startup Opportunity #1: Virtual office for private wealth management firms Create a virtual to help traditional family offices digitize their operations for clients. A platform that contains a suite of tools to help clients manage investment projects, financial tracking, portfolio management, contracting, advisory & collaboration. operating system For Who Family offices and private wealth management firms that are managing multiple wealthy clients (i.e. multi-family offices). Problem With a large team of advisors and different experts working on multiple projects for a wealthy client, it’s hard to keep track of the status & result of these projects. This creates slow communication and often loses sight of the client’s needs and goals. Lack of collaboration & synergy. Solution A virtual family office management software that allows a team of advisors to collaborate, manage projects, and work together. Cloud collaboration. Keep track of clients’ goals, metrics, financial performance, assets visualization, Return on Investment (ROI), and reporting. Analytics & dashboard. Revenue Model Charge family office organizations to access the full features of the platform. Subscription. Venture Scale Finance Management, Wealth Management, SaaS, Software (1) Industries: Subscription (2) Business model: ◼️◼️◼️◼️◻️ (1) Significant has created 12,000–15,000 new family offices around the world. (3) Market potential: growth in private wealth (📥 Full version) 3 more research evidence to prove the validity of the market (1) Start by identifying of running family offices and automating these workflows for potential clients. (4) Execution strategy: repetitive processes (📥 Full version) 2 more execution strategies to get started on this idea (1) Private wealth clients are highly concerned about . Software providers who can provide data privacy & protection at the core will win the trust of family offices. (5) Moat: data breaches, security, and privacy Want more? Get the full version of this single report: 🔑 Breakdown of (Digitize private wealth management / SaaS) Startup Opportunity #1 🔑 Breakdown of (Help everyday individuals to build wealth / Real Estate Tech) Startup Opportunity #2 🔑 Breakdown of (Help people get back their energy and achieve the success they deserve / D2C Wellness Tech) Startup Opportunity #3 All 3 startup ideas combined, you will unlock: 🔑 3 startup opportunities breakdown in 1 report 🔑 6 target audience definitions in detail 🔑 13 problem definition examples 🔑 13 solutions and product feature examples in detail 🔑 8 revenue streams you can create to monetize your startup ideas 🔑 26 in-depth evaluations on each startup idea — how to prove market potential and create competitive advantages 👉 Full version of this report [1] Find me on Personal Site / Twitter / LinkedIn 🔥 [2] Get teardown insights to your inbox — Click here to join my newsletter 💌

Venture Report: How to Monetize This Year's Big 3 Market Opportunities

You probably heard about equity when your friends talk about the value of their shares issued by a company, or something related to bonds, shares, and stocks. What about crowdfunding? You might think of GoFundMe’s brand of charitable and medical crowdfunding. You may also think of rewards-based crowdfunding platforms like Patreon and Kickstarter in which business people and artists, and with the help of , solicit funds from sponsors in return for a physical product or exclusive and limited offer. marketing agencies like Crowdcreate What if I told you that there’s a totally different form of — one in which business people and startups receive money from backers in exchange, not for products or gifts, but for an equity stake in the company? A crowdfunding campaign in which the backers are the ones you funded? crowdfunding What is Equity-based Crowdfunding? Equity-based crowdfunding got its start later than rewards crowdfunding because crowdfunding itself was illegal in the US until about 3 years ago. This is where the (known as JOBS Act) enters. The JOBS Act changed government securities to legalize equity crowdfunding. The thinking was that enabling new businesses to openly request venture by means of crowdfunding would help spur the economy when all is said in done and startup arrangement specifically. Jumpstart Our Business Startups Act StartEngine StartEngine is one of the biggest venture crowdfunding platforms, utilizing Reg CF and Reg A+ to offer interests in new companies to anybody, for as low as $100 in some cases. The choice is expansive and spans a wide scope of enterprises from clothing to electric vehicles to health care, however, speculators should realize that curation is exceptionally limited, so venture quality can differ generally among accessible contributions. StartEngine also began offering “ ”, known as ICOs recently, which leverage the emerging blockchain and cryptocurrency ecosystem. In addition to and ICOs and startups, StartEngine currently offers investors the chance to invest in StartEngine itself using a Reg A+ offering. Initial Coin Offerings Usually, investors receive common stock or a convertible note, but the specific security types differ by investment. Instead of through a special-purpose vehicle like a , all of the offerings on the crowdfunding platform appear to be direct investments. Limited Liability Company (LLC) Editor’s Note: Hacker Noon raised its first funding on StartEngine. SeedInvest SeedInvest was founded by Ryan Feit and James Han in 2012. They have been part of the development to change U.S. securities laws take equity crowdfunding into consideration. SeedInvest was the first equity crowdfunding platform to permit regular investors who don’t qualify as accredited investors to invest in companies on their platform, thus giving campaigners a more extensive potential investor base. In the meantime, SeedInvest connects you to other accredited investors as well. SeedInvest is adaptable as far as who can invest in companies on its site, but it is decidedly more exclusive with regards to the organizations that can conduct campaigns on their platform. SeedInvest is for business fundraising only, with consumer-facing and tech businesses comprising most of the platform’s successful campaigns. SeedInvest does broad due diligence on the organizations that apply to utilize their platform, and by their very own estimation, have endorsed only 1% of startups that have applied thus far. Indiegogo Indiegogo is a crowdfunding platform in which clients can raise assets from an individual sponsor for creative projects, as well as launch equity crowdfunding ventures for their business ventures. When launching a fundraising campaign, they can choose from between creative works, community projects, and Tech and Innovation. With equity crowdfunding, your benefactors are actual investors buying a stake in your venture. You can raise up to $1,000,000, but only companies incorporated in the U.S. can use First Democracy VC unlike with Indiegogo’s other funding options. And though you will be cutting your investors in on the activity, you get the chance to monitor and maintain organization control. is a service Indiegogo now offers where you enroll in after you complete your initial rewards crowdfunding campaign, whether your campaign was on Indiegogo or another site. With InDemand, you keep fund-raising for an inconclusive period — and without fixed fundraising goals — after your initial campaign closes. In the event that your initial campaign was an Indiegogo campaign, your unique fundraising page is left up and utilized as a validating factor for your project. Last but not least, Indiegogo offers a service called Marketplace, in which you sell your products online. InDemand MicroVentures Founded in 2009 by Bill Clark and based in Austin, MicroVentures is an equity crowdfunding platform that offers accredited and non-accredited investors the opportunity to put in early-stage organizations. MicroVentures specializes in Regulation Crowdfunding, which is a term that refers to a form of equity crowdfunding that enables everyone to contribute, not just accredited investors. Companies on this platform can also launch raises, though these are constrained to accredited investors only. Moreover, MicroVentures is one of the few equity crowdfunding sites to be an intermediary merchant enrolled by the . Regulation D Rule 506 Financial Industry Regulatory Authority (FINRA) MicroVentures has a reputation as a powerhouse in the equity crowdfunding field since they are regarded as one of the industry’s pioneers. It offered investments in Twitter and Facebook before they opened up to the public. It is a trusted platform it has seen over $100 million in venture sent to an extremely select gathering of organizations. WeFunder Equity crowdfunding is a new kind of business approach, and few companies are ready to fully take advantage of it. Ever since the JOBS Act was passed into law in 2012, Wefunder is one of the few equity crowdfunding platforms that truly opens up the world of investing to everybody. Wefunder gives US corporations and LLCs an equity crowdfunding platform that associates them to almost 150,000 registered investors (as of November 2017). An organization can make a profile with Wefunder for nothing, however when it comes time to begin raising money, a $195 charge must be paid. Wrapping up People presumably relate with destinations like Kickstarter, GoFundMe, and Patreon — services by which campaigners request assets from the in exchange for rewards and gifts with the attention that crowdfunding has been getting lately. I can say that there is a whole lot more to it. That’s our list, but you still have to do your own research and remember, never invest if you can’t afford to lose. crowdfunding community — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — Maximize Your Community Engagement With Crowdcreate. Crowdcreate is ranked by Forbes as the #1 Blockchain Marketing Agency. Companies raise more funds and grow their community larger when working with us. Crowdcreate is a full-service marketing agency that specializes in social media management, community growth, design & branding, influencers, content creation, SEO and more. We have worked with some of the largest crowdfunding ICOs and startups including BitClave, ANKER, and Tencent. We’ve raised over $106.4 million dollars across 45+ projects since 2014; we are a veteran team and one of the original crowdfunding agencies. Check us out here ( https://www.crowdcreate.us ).

Best Equity Crowdfunding Platforms

Anderson Tan is positively voracious in his search for knowledge and learning. In 2014, while between jobs (and by jobs I mean having sold two companies and being involved in real estate before casting about for a new adventure), he studied continuously computer science, physics, entrepreneurship, philosophy, technology, coding, creative problem solving, space, music among other things through online learning platforms operated by Stanford, MIT, Harvard, Wharton, Yale, Princeton, Babson, Berkeley, Northwestern, IBM, Linux, University of London, University of Edinburgh, University of Oxford, University of Tokyo and many more. He is a graduate of the Singularity University Global Solutions Program, an immersive experience where only 80 of 2000 carefully selected individuals merge for 12 weeks of 24/7 exponential technologies learning at NASA Ames Research Park, the global epicentre of innovation. That was in 2016, the same year in which he took part in an Executive Space Program at the International Space University. He holds a regular undergraduate degree from Oxford Brookes, UK, where he studied business and information technology. He is an alumnus of Hive, Landmark, Wharton, Asian Institute of Management, Center for Creative Leadership and Dale Carnegie Training. And yet, when looking for a short biographical sentence to describe Tan, the line ‘Angel Investor, serial entrepreneur and advisor’ jumps out before a secondary description which seems to fit more closely the man who has studied in so many places: that of ‘serving others, building ecosystems and impacting billions.’ Born into a wealthy family in the Philippines, Tan opted to study abroad in the UK, despite having lived in New York for a portion of his childhood, where his sister attended college. He feels the UK provided a much better educational experience than what he might have achieved in his native country. “In the Philippines, education was very spoon fed. And there was too much emphasis on studying. Whereas in the UK, the emphasis was on research and teamwork. Besides, living independently for the first time, I found the freedom exhilarating and I guess I became a man, no longer a child, in my three years away.” He set up a sideline business while at college, selling goods from the Philippines on eBay to UK citizens and netted a cool $25,000 profit over a number of months, displaying his early entrepreneurial talents. Returning, Tan joined his father in his business. They had the exclusive distribution rights in the Philippines for Konica Minolta. At the time it was a huge business with about 400 resellers dotted across the country. However, when the parent, Corporate Imaging Division, declared losses of $400 million, his father’s business was closed overnight. His next venture was into the digital photography industry. He soon established and was managing a successful business that became the number one brand in the country before it was acquired and Tan exited Nikon Philippines. “That was a blessed escape,” he says as camera sales dropped the year after the acquisition. And he vowed never again to go into business where physical stock formed the basis of the company. Facing technological disruption twice early in his early career would make him both risk-averse and risk positive, once he had done his homework. His next venture was into the food industry where he co-founded and ran Caffe Ti Amo which was in turn acquired by a major corporate. Tan was starting to make serious money. He divested a little into real estate and at this stage began looking at the startup industry and Angel Investing. Tan has been trading in the global stock markets for over almost over a decade now. He initially lost money and then profited in online trading but admits he missed out on some glaring opportunities during the 2008 recession. Tan is also an ex-pro Tekken, counter-strike, and Diablo gamer and ex-pro poker player. “I had begun to look at tech startups but I missed out on Facebook and Google. Then, during the US housing recession, I looked at Visa, Citibank and others when their shares were only worth cents. I contemplated buying them but felt they might go bankrupt and I would lose my money.” “How was I to know that the government would bail out the banks? That never occurred to me.” Instead, Tan began to study how he could be an Angel Investor. He attended seminars, meetups, and conferences. He initially helped out startups and tried connecting them with potential business partners, clients and investors with no strings attached. “I never had an intention to charge anyone at the early stage because I was learning too. But as I helped them, it also taught me how to evaluate an opportunity.” When asked for his criteria on choosing which startups to invest in, he answers very quickly: “Firstly it is timing. Consider something like Airbnb. When they launched, the world was recovering from the housing crash and most people were in financial ruin. They offered people an easy way to monetise their spare living spaces. “Secondly is to look at the competition. If the founder says they don’t have any competitors then that to me is a big fat red card.” He Googles the startup for a competitor as a rule of thumb. Tan also looks at the team. He prefers a mix of business, technical and financial leaders. He is also not keen on single founders. “I have been that soldier — it is tough going it alone. It is much easier to have fellow co-founders to help you along the way or to give support when times get tough and to celebrate with when milestones are achieved.” He also looks for a grand vision. “If a founder wants to create a company worth $100 billion, then his chances of hitting $10 billion are much higher. I like a founder with great passion and visualization.” Criteria number five is the business model. “How is the enterprise going to make money? This is imperative. A nice idea will not pay back any funding by itself.” Finally there is the deal itself. What is being sought, what is being offered in return and how positive they are. “A positive founder is much nicer to deal with in the long term,” he offers. When Tan invests or advises in a startup he puts his heart and mind into it as he likes to have a hands-on yet non-controlling approach with his local startups: attending board meetings, networking, helping in funding, offering advice, and mentoring in an active manner. For foreign-led operations, he is by practicality much more hands-off since he invests through crowd equity platforms like MicroVentures. As one of the top Angel and Crypto Investors in Asia, Tan now drops a bombshell. “I only got into crypto and blockchain last year,” he says and I gulp. “Really?” I check, pen poised midair. “Yep, early in 2016 I first heard of blockchain at Singularity University but sadly didn’t listen as I was more focused into outer space and failed to accumulate some crypto. So in early 2017, I bought some coins, mostly Bitcoin, Eth, and Ripple, and was then mentored by two of the best traders in the country who call themselves Darth Trader and Crypto Carlo.” This year he is starting to host (mine) with Holochain being his coin of choice besides Devvio, which he is advising. Tan co-runs a startup innovation hub for local entrepreneurs. There are over 30 startups already in the portfolio making LaunchGarage a great accelerator. He is a co-owner of ProudCloud, a dev shop for AI, blockchain and IOT. He is a venture partner and investor with MicroVentures crowd equity platform in Texas offering early and later stage equity investment rounds. “Of course, while that is interesting and there is more meat in the projects, the returns are much less and certainly not in the ratio of 10x for angel investments. In crypto I have seen one of my investments reach over 10,000%.” In fact, he is involved in over a hundred companies and organisations, rather like his studies during 2014. But for all his diverse investments and roles, Tan is not an impulsive man. That could be seen back at the start of this century when he honestly admits he was mistaken not to take a risk with some of the dot-com and housing recession companies. “Since I entered this industry I have been studying the current Bitcoin boom. And then I have gone back to the history of financial systems which started out in the form of barter, and all the historic bubbles and crashes, to see if I can trace a pattern and learn from them.” Tan traces a line all the way back to the 1600’s Tulip bubble (often quoted in connection with today’s incoming crypto bubble). He looks at the shipping company bubble in the 1700s, the great depression in the 1930s, and, more recently, the breaking of the internet in the dot-com bust and the decade-old housing recession. “There are definitely similarities in the current bubble. What takes a growth or a development from merely an exciting new technology to a bubble is two-fold: firstly, centralised banking and secondly, human greed.” “We are on an S curve and it shows that we may hit a crash in the next two to five years. What’s happening now is merely a major correction.” Here he pauses. “But it is not the end of the world. The dot-com bust didn’t destroy technology or the internet. It hit a crazy peak, dropped and then guess what, people continued to work away in the area as Google and Amazon prospered. That’s how I view the coming years.” I revert to the banks issue and we spend the next fifteen minutes quoting and requoting each other on what the banks have done so far, the decoupling of the Federal Reserve from the US Dollar in 1971, the dangers of centralisation, how banks do not offer service now, or even value for money, and the ludicrous decision of governments around the world to bail out the banks during the financial crisis in 2008. Having ticked all our common views on international banking, we revert back to the interview and the world according to Tan. “I believe a golden era will arise after the crash and crypto winter,” he says. And this view is perhaps elucidated by my previous enquiry as to his marital and parental status. He is married with two small children but he does not, like other new fathers, view the world with suspicion and fear. “Distributed Ledger Technologies besides AI is a powerful tool for humankind,” he says. His stay in Singularity University helped form that view. “We learned there, at possibly one of the most powerful think-tanks in the world, that there is less famine, fewer wars and less poverty than at any other time in our history. And we learned about the mindset of abundance in the world.” Here we deviate again both tic-tac-toeing with shared visions of a world predicated on abundance. We end up exchanging buzz-words and if we had had the cameras on they would have pick up our violent head-nodding in agreement. His wife is also entrepreneurial, hodling some crypto, running a restaurant and nail salon franchise and co-investing alongside Tan in some of his projects. Their joint hobbies include watching films with their children, travel, dining out, church and, when he has time, playing video games, studying, reading, learning new things and experiences. He hasn’t quite given up on his student pastimes as yet. Currently, Tan is establishing Alpha Omega Capital, a security token venture capital fund tradeable on securities exchanges globally 24/7 and is looking to raise some $100 million in funding. The fund will concentrate on digital assets, developing the “picks and shovels” of the $500 trillion global securities market. “Blockchain is such a natural continuation, safeguarding the trust when assets become digital. We are also looking at social impact DApps and blockchain disruptors on the side.” Here he mentions a trading game where access to e-sports gaming platforms is enabled through the donation of used plastic bottles. It is hard to look over Tan’s LinkedIn profile without being struck by the diversity of projects under his influence or management. Here, his ability to absorb large amounts of data and assimilate their value is a key attribute. It speaks to his constant inquisition and even to the years spent as a professional poker player and video gamer. There are few people who can master intuition and so many different skill sets and still steer a course. He is currently learning new languages, Holochain programming, studying Economics at Columbia University, playing musical instruments, creating electronic music, mastering Tekken 7 and looking at going to Burning Man next year. Coupled with his singular view of the world, it seems his children’s futures are secured — along with everyone else with whom he rubs shoulders. Learn more about Anderson Tan 8x Exits | 4x Entrepreneur | 100x+ Angel Investor | 2x ICO Advisor | VC Angel Investor Anderson Tan Tells Inspiring Advice on Startups Check Out Anderson Tan’s BMW E93 Sun-Catcher From The Philippines. Anderson’s Interests: Blockchain, space, robotics, soft AI, 3D printing, AR, VR, MR and renewable energy only. Exited Companies: ⋆ Nikon Philippines — Owner and CEO. Sold the Nikon business unit to Think Dharma Inc. (subsidiary of TAO Corp.) after making Nikon the number one camera brand in the Philippines for the year 2012 and 2013. Source: GFK Asia. ⋆ Caffé Tiamo — Co-Founder. Joint venture with Jollibee Foods Corp. under Coffeetap Corp. which was acquired by Euro-Med Laboratories Phil. Inc. (Manila Hotel and Bulletin Group). Article from November, 2011: Jollibee sells Caffe Ti-Amo holdings for P20 million Exited Investments: ⋆ Nanorep — Angel investor. Acquired by LogMeIn, Inc. (Nasdaq:LOGM). ⋆ VacayHero — Angel investor. Acquired by RedAwning. ⋆ DocuSign — Angel investor. IPO at a $3,000,000,000 valuation. ⋆ Cloudera — Angel investor. IPO at a $4,100,000,000 valuation. ⋆ Snapchat — Angel investor. IPO at a $24,000,000,000 valuation. Current Companies: ✦ Managing Partner at Alpha Omega Ventures. ✦ Partner at LaunchGarage. ✦ Co-Owner at Proudcloud. ✦ Angel investor, startup advisor, blockchain advisor, board member and mentor in startups globally. Vision: QUADRILLIONthropist impacting positively the lives of Billions by developing the global startup, blockchain and space ecosystem and exiting a Thousand companies in the process. Creed: God’s ✞ intergalactic ecosystem builder. Motto: Give, and you will receive. [Luke 6:38] Connect with Anderson through LinkedIn.

Anderson Tan — The Renaissance Man

How the sharing economy points to shared value in organizations We‘ve shared everything from spare bedrooms to bikes, office space, and automobiles. And today, there’s a new way to share — which reaches beyond the boundaries of sharing stuff, and into sharing value. Will the next wave of the sharing economy be even more influential than the last? While sharing assets created a boon in business, the sharing economy is just beginning to extend to sharing financial value. The sharing economy illuminates how these sort of marketplaces thrive — from value contributors, who in many cases are laborers, property or car owners, drivers, or hosts. For example, Airbnb is one of the most successful hospitality companies in the world, yet owns no real estate. Uber is replacing the taxi industry, yet owns no cars. And to take a digital example, Facebook is larger than any other media company, and doesn’t have a single paid journalist. The people who create the value, who are typically using their own resources, are often not compensated in the form of long-term value or ownership, even though they are foundational to the success of the organization. While the sharing economy provides an obvious reflection of this, most businesses operate this way. Investments are held by a select few. Founders absorb the rest. Customers consume. In the next wave of the sharing economy, value can be distributed where value is created. Customers, employees, and users can be community member owners, benefiting when the company benefits, regardless of the size of the company. Enter equity crowdfunding People are now able to come together based on , intertwining their needs with a collective vision for the future, realizing dreams, and supporting one another. shared value and shared values Imagine a world where Airbnb hosts and Uber drivers were invited early on to be investors in the organizations they helped build. And that, even when autonomous vehicles replace Uber drivers, they earn substantial returns. Imagine that as Airbnb grows to an $100 billion dollar company, early hosts, who also invested their time and resources, share in that valuation. While these sharing economy examples help illustrate what sharing value might look like, any company can empower their community to invest through equity crowdfunding. Looks who is talking about this evolution As Kevin Kelly states in his new book, “The Inevitable,” “…the new methods of equity sharing would unleash tens of thousands of innovative businesses that could not be born otherwise. The sharing economy would now include ownership sharing.” And Douglas Rushkoff, best selling author puts it in his new book, “Throwing Rocks at the Google Bus” “The era of extractive growth is over. Rather, businesses must give people the ability to exchange value and invest in one another.” Equity crowdfunding has been legal since May 16, 2016, and is regulated by the SEC. The space is emergent and growing. In fact, if crowdfunding keeps doubling year over year, . the amount of money raised will exceed all sources of typical angel and venture capital funding How does equity crowdfunding work? Equity crowdfunding typically works best with new companies who need early funding, have a viable business plan, and have a group of passionate customers. Some platforms are more akin to the value sharing aspect of equity crowdfunding than others, especially when considering shared value alignment. For example, explicitly looks for mission-driven companies and has helped . Republic underserved founders rally the crowd to get their respective businesses off the ground This is extraordinarily important when less than 4% of VC money goes to and . In addition to Republic, other leading equity crowdfunding platforms include , , and , which is running campaigns through a partnership with Indiegogo. women people of color WeFunder Seed Invest Microventures First Democracy VC Examples of equity crowdfunding campaigns Equity crowdfunding is a wonderful way for early adopters to support a product or service they want to see come to fruition. This could be anything from a local brewery to a device that would make life simpler, more mindful, and connected to other humans, like the Light Phone, . If you invest $500 or more, you’ll actually get a Light Phone of your very own as a perk! whose maker is current running an equity crowdfunding campaign What’s great is that people actually say why they’re investing on Republic, so you can see their reasons at the bottom of each campaign. For example, a recent Light Phone investor, Ariel R. commented, “This phone is not just another product. It’s a tool to help us live better, happier lives. In a world too plugged in, we need to learn how to unplug to enjoy life itself and Light is the phone for that.” solves a different problem entirely, allowing “food made for the masses to actually be made by the masses” through peer-to-peer, off-the-grid farming. Farm from a Box makes this easy by sending a shipping container full of everything you need to farm several acres. This includes solar power, irrigation systems, and smart technology to keep track of operational efficiency. This kit can be used for food deprived areas, educational purposes in schools, creating small business farms, and for generating sustainable food sources. Farm from a Box Investment in something like Farm from a Box not only seems like a smart, global business opportunity, but also a way to support generative, healthy food sources and strategies to help alleviate malnutrition and hunger. This campaign successfully equity crowdfunded $135,543. Krena S. who invested 8 months ago agrees, “I am a female engineering student and economist who understands health starts with the quality of food available. I love the creativity and solution to world hunger which addresses environmental concerns, local economies and cultural relativism.” Be an investor and invested, by sharing value You see, , sharing value along the way. you can be an investor and invested Equity crowdfunding provides a wonderful foundation for generating shared value in the form of ownership in addition to giving anyone who wants to the ability to put their money where their values are. Backing companies you believe in, supporting founders and visions for the future that you like, whilst buying equity of the companies that you want to see come to fruition represents a deeper, more fundamental application of the sharing economy. As business evolves to include customers as owners, we’re sure to see organizations that are more aligned with their stakeholders, incentivized to support those they serve. And as an investor, you’ll be part of that change!

From the Sharing Economy to Equity Crowdfunding

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MyoSuite: A Poem 

Introduction The common goal of feature extraction is to represent the raw data as a reduced set of features that better describe their main features and attributes [1]. This way, we can reduce the dimensionality of the original input and use the new features as an input to train pattern recognition and classification techniques. Although there are several features that we can extract from a picture, Local Binary Patterns (LBP) is a theoretically simple, yet efficient approach to grayscale and rotation invariant texture classification. They work because the most frequent patterns correspond to primitive microfeatures such as edges, corners, spots, flat regions [2]. In [2], Ojala et al. showed that the discrete occurrence histogram of the uniform patterns is a very powerful texture feature. Image texture is defined as a two-dimensional phenomenon characterized by two properties: (1) spatial structure (pattern) and (2) contrast. Fig 1. Image used to test the local binary patterns methodology Methodology Circularly Symmetric Neighbor Set A circularly symmetric neighbor set for a given pixel is defined by the points with coordinates (i, j) that surround the central point on a circle of radius , and a number of elements . gc R P Texture We define a texture as the collection of pixels in a gray-scale image T where corresponds to the gray value of the local neighbor. gp p Interpolation When a neighbor is not located in the center of a pixel, that neighbor gray value should be calculated by interpolation. Thus, we need to define a function that given a coordinate, returns the interpolated gray value. Achieving Gray-Scale Invariance Considering a possible loss of information, it is possible to turn the texture into the joint difference. To calculate it, we subtract the gray value of the central pixel to all of the neighbor set. The joint difference distribution is a highly discriminative texture operator. It records the occurrences of various patterns in the neighborhood of each pixel in a P-dimensional histogram. where is the gray value of the neighbor. This distribution is invariant against gray-scale shifts. gp p Local Binary Pattern operator is by definition invariant against any monotonic transformation of the gray-scale. As long as the order of the gray values stays the same, the output of the operator remains constant. LBP_{P,R} LBP_{P,R} where Uniform Local Binary Patterns In [2], Ojala mentions that in their practical experience LBP is not a good discriminator. They propose just to select the set of local binary patterns such that the number of spatial transitions (bitwise 0/1 changes) does not exceed 2. For example, the pattern ‘1111’ has 0 spatial transitions, the pattern ‘1100’ has 1 spatial transitions and the pattern ‘1101’ has 2 spatial transitions. To each uniform pattern, a unique index is associated. The formula to create the index was borrowed from . here Now, we can calculate the local binary patterns for a central pixel. The next step is to calculate the local binary patterns for all the pixels. Hint: For simplicity sake, I am not considering the case where a selected index is negative (i.e. img_gray[-1][0] returns the last pixel of the first column). If we would want to have a more accurate calculation, we should consider this case and treat it. Cython Code The previous code is not perfect; however, what makes it really slow is that we iterate through all the image pixels. Waiting 1 minute and 10 seconds to calculate our features is a lot if we take into account that we have also to train a pattern recognition technique. Thus, we need an alternative implementation that must be much faster for loops. In this case, we will use Cython. The code is presented in the next image, it is a big chunk of code. Some parts of it could be improved, but it is already much faster. Please feel free to leave comments if you don’t understand something from the code. The code is written in such a way that most of it runs entirely in the C API. This strategy speeds up the execution considerably, but also allow us to take advantage of Cython’s parallel module. We will split the job across multiple cores in the CPU. Using 4 threads, we could calculate the local binary patterns for all the pixels in less than 150 ms. This is so much faster that I won’t even bother to calculate by how many times. Comparison with a Similar Image Let’s take another image of bricks, but this one will have a different texture. Both histograms are very similar, and they should be, in the end both of them are bricks. Nonetheless, features from 20 to 40 are very dissimilar in both images. It means that with a good machine learning algorithm we could correctly classify them. Conclusion Local binary patterns are simple but efficient features. The theory behind is not hard to understand and they are easy to code. Nevertheless, if we code them entirely with Python, we will have some performance issues. We tackled the problem with Cython and we got very impressive results. The next step is to collect different texture images and train your favorite machine learning algorithm to classify them. Jupyter Notebook https://github.com/ocampor/notebooks/blob/master/notebooks/image/features/local-binary-patterns.ipynb Bibliography [1] Marques, O. (2011). Practical image and video processing using MATLAB. John Wiley & Sons. [2] Ojala, T., Pietikäinen, M., & Mäenpää, T. (2002). Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(7), 971–987.

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