Kwixesha apho itekhnoloji yezemali ifuna amanqanaba angazange abonwe ngaphambili okhuseleko, ukuncipha, kunye nokusebenza kakuhle, umsebenzi onzima kaPadma Naresh Vardhineedi kwizisombululo zocwangciso lwezemali umi njengobungqina bokugqwesa kwezakhiwo kunye nobunkokeli obutsha. Ngendima yakhe njengomakhi wesoftware owahlukileyo, uVardhineedi uye waguqula indlela abacebisi bezemali abadala kwaye balawule ngayo izicwangciso zezemali zabaxumi, ukubeka imigangatho emitsha yezisombululo zamafu kwinqanaba leshishini kwicandelo lezemali. Indlela yakhe yombono yolwakhiwo lwamafu kunye nokuzinikela okungagungqiyo ekugqweseni kobugcisa kuye kwachaza into enokwenzeka kwiziseko zophuhliso lwetekhnoloji yezemali. Embindini wale mpumelelo kukho ubuchwephesha obusekwe kwi-AWS obuchaze ngokutsha okunokwenzeka kobugcisa bocwangciso lwezemali. Phantsi kobunkokeli bePadma, iprojekthi iye yavela njengesisombululo esibanzi esingahlangani nje kuphela kodwa sadlula iimfuno ezifunwa ngamaziko emali anamhlanje kukhuseleko, ukusebenza kunye nokuthembeka. Uyilo loyilo lwezakhiwo lubonise ukubona kwangaphambili okungaqhelekanga, okubandakanya iinkonzo zelifu ezinqamlezileyo ngelixa kugcinwa ukuguquguquka okufunekayo kunyuso lwexesha elizayo kunye nokuphucula. Ukuphunyezwa kubonise isakhono esikhethekileyo sePadma sokuyila iinkqubo ezintsonkothileyo, ngakumbi kwindlela yakhe entsha yoyilo lokhuseleko. Ngokusebenzisa abagunyazisi beLambda kwinqanaba leSango le-API, wazisa indlela yokuqinisekisa eyinguquko eyomeleza ukhuseleko ngelixa iphucula kakhulu ukusebenza kwenkqubo. Esi sigqibo soyilo sikhokhelele ekunciphiseni okumangalisayo kwe-30% ekusetyenzweni okuphezulu, ebonisa indlela uyilo olucingisisiweyo olunokuphucula ngaxeshanye zombini ukhuseleko kunye nokusebenza kakuhle. Ukuphunyezwa kwabagunyazisi be-Lambda kubonakalise ukusungula izinto ezintsha, njengoko kushenxise ungqinisiso olungafunekiyo lwengqiqo ngaphakathi kwee-microservices ngelixa kugcinwa imigangatho eyomeleleyo yokhuseleko kuyo yonke inkqubo yendalo. Ubugocigoci beprojekthi bebuchwephesha bunwenwe nzulu kubuchule bayo bokwenza idatha. Ubuchwephesha bePadma kubunjineli bedatha kunye nokuzenzekela kweziseko ezingundoqo kubonakalise inguqu kuhambo lomsebenzi wocwangciso lwezemali. Ngokusebenzisa imisebenzi ye-AWS Glue eyilwe ngononophelo, uzuze ukuncitshiswa kwe-40% ngexesha lokucwangcisa idatha ngobusuku obunye - uphuculo olubalulekileyo olunike abacebisi bemali ukufikelela kwangaphambili kwiinkcukacha ezihlaziyiweyo zabathengi kunye neenkcukacha zemarike. Olu lungelelwaniso lutshintshe ngokusisiseko indlela abacebisi abanokukhonza ngayo abaxumi babo, nto leyo eyenza ukuba kuphendulwe ngakumbi kwaye iinkonzo zocwangciso lwezemali eziqhutywa yidatha. Uyilo lombhobho wokusetyenzwa kwedatha lubonise ukutsha okuthile ekusebenziseni i-NoSQL yogcino-lwazi, ngokukodwa i-Amazon DocumentDB kunye ne-DynamoDB, ebonelela ngolungelelwaniso olugqibeleleyo lokuguquguquka kunye nokusebenza ekuphatheni izakhiwo zedatha yezemali. I-automation ye-infrastructure automation yavela njengenye isiseko sempumelelo yeprojekthi. Ngokusetyenziswa kweziseko zophuhliso ezintsonkothileyo njengekhowudi (IaC) ukuphunyezwa kusetyenziswa iTerraform, iPadma yaseka isakhelo sokukhula okuzinzileyo kunye nokuphucula iindleko. Le ndlela ibangele malunga ne-25% yokonga kwiindleko zemithombo yefu ngelixa ngaxeshanye iphucula ukulinganisa kunye nokuthembeka kweqonga. Izikripthi zeTerraform eziphuhliswe phantsi kobunkokeli bakhe zaba ngumzekelo we-automation yeziseko ezingundoqo, ebonisa indlela izenzo zale mihla zeDevOps ezinokusetyenziswa ngokufanelekileyo kwizisombululo zobuchwepheshe bezemali. Isakhelo esizisebenzelayo asizange sinciphise kuphela i-overhead yokusebenza kodwa siphinde saqinisekisa ukuhanjiswa okuhambelanayo kwiindawo ezahlukeneyo, ukunciphisa kakhulu umngcipheko wemiba enxulumene noqwalaselo. I-architecture efumanekayo ephezulu eyilwe yiPadma ibonise ingqwalasela ekhethekileyo yokunyamezela iimpazamo kunye nokubuyisela intlekele. Ngokusebenzisa iziseko zophuhliso zehlabathi ze-AWS kunye nokuphumeza iindlela ezintsonkothileyo ze-failover, isisombululo sifezekise izibalo zexesha elimangalisayo ngelixa sigcina imfezeko yedatha kunye nokhuseleko. Uyilo loyilo lugqwese ngokukodwa kwindlela yalo yokuphindaphinda idatha kunye nezicwangciso zokulondoloza, iqinisekisa ukuqhubeka kweshishini nakwiimeko ezinzima. Impembelelo yabachaphazelekayo ibibalulekile kwimilinganiselo emininzi. Abacebisi bezemali bafumene ukufikelela kwiqonga elisebenza ngakumbi, elithembekileyo elikhawulezisa ukuhamba kwabo komsebenzi, okubenza bakwazi ukukhonza abathengi abaninzi ngokufanelekileyo. Imibutho ixhamle kwiindleko zokusebenza ezicuthiweyo kunye nokuphuculwa kokukaleka, ngelixa igcina ukuthotyelwa kwemithetho engqongqo yoshishino lwemali. Okona kubaluleke kakhulu, abathengi bokugqibela bafumana inkonzo engcono ngokukhawuleza, ukufikelela okukhuselekileyo kwiidatha zabo zocwangciso lwezemali, kunye nokubonwa okuphuculweyo kunye nokukwazi ukuhlalutya ukuphucula ukuqonda kwabo imeko yabo yezemali. Impumelelo yeprojekthi ekudibaniseni ubugcisa obuntsonkothileyo ngelixa ukugcinwa kulula ekusebenzeni kubonise umbono obalaseleyo woyilo wePadma. Indlela yakhe yoyilo lwenkqubo elungeleleneyo iimfuno ezikhawulezileyo kunye nokwanda kwexesha elizayo, eqinisekisa ukuba isisombululo sinokuvela kunye nokutshintsha kweemfuno zeshishini. Uyilo lwemodyuli yoyilo lwagqama ngokukodwa, luvumela ukudityaniswa lula kweempawu ezintsha kunye nesakhono ngaphandle kokuphazamisa ukusebenza okukhoyo. Njengomakhi wesoftware owaziwayo kunye nenkokeli yetekhnoloji, uPadma Naresh Vardhineedi uyaqhubeka nokubumba ikamva lenguqu yedijithali kwicandelo lezemali. Ubungcali bakhe kwi-computing yamafu, ubunjineli besoftware eqhutywa yi-AI, kunye nolwakhiwo lweshishini lubonakalise ukuba luncedo ekunikezeni izisombululo ezingafezekisiyo iimfuno zangoku kuphela kodwa zilindele imingeni yexesha elizayo. Le projekthi ime njengobungqina bokukwazi kwakhe ukusebenzisa iteknoloji yokusika ukudala impembelelo ehlala ixesha elide kwishishini, ngelixa igcina imigangatho ephezulu yokhuseleko kunye nokusebenza. Uyilo lokhuseleko oluyilwe yiPadma lufanele ukukhankanywa ngokukodwa kwindlela yalo yokuyila yokuqinisekisa kunye nogunyaziso. Ngokusebenzisa abagunyazisi beLambda kwinqanaba lesango, udale imodeli yokhuseleko esebenzayo kunye neyokugcinwayo eyanciphisa kakhulu ubunzima bokuphunyezwa kokhuseleko lwenkonzo. Le ndlela ayiphuculanga ukusebenza kwenkqubo kuphela kodwa ikwaphucule ukhuseleko olupheleleyo lwesicelo, isenza ukuba sixhathise ngakumbi izoyikiso ze-cyber zanamhlanje. Ukujonga phambili, iimpembelelo zolu lwakhiwo lwezakhiwo zanda ngaphaya kwempumelelo yeprojekthi ekhawulezileyo. Njengoko amaziko ezemali esanda ukwamkela utshintsho lwedijithali, iipatheni kunye nezenzo ezisekwe yiPadma zisebenza njengeplani yokuphunyezwa kwexesha elizayo. Umsebenzi wakhe ubonisa indlela ulwakhiwo olucingisisiweyo kunye nobunkokeli bezobugcisa obunokuqhuba utshintsho olunentsingiselo kwindlela iinkonzo zemali ezinikezelwa ngayo kunye nokulawulwa ngayo. I-scalability eyakhelwe kuyilo lwenkqubo iqinisekisa ukuba inokuthatha umthamo wedatha okhulayo kunye neziseko zabasebenzisi ngelixa igcina ukusebenza kakuhle. Impumelelo yale projekthi yesisombululo socwangciso lwezemali iye yaqinisa ngakumbi isikhundla sikaVardhineedi njengelizwi eliphambili kulwakhiwo lwesoftware kunye nokwenziwa kwamafu. Igalelo lakhe kwintsimi lisebenza njengomzekelo wendlela ukugqwesa kobugcisa kunye nexabiso leshishini elinokulungelelanisa ukudala izisombululo zenguqu. Impumelelo yeprojekthi ibe nefuthe kwindlela amaziko emali ajongana ngayo namanyathelo awo okuguqula idijithali, ebeka imigangatho emitsha yento enokwenzeka kwiziseko zophuhliso lobuchwepheshe bezemali. Malunga noPadma Naresh Vardhineedi UPadma Naresh Vardhineedi ngumyili wesoftware owahlukileyo kunye nenkokeli yetekhnoloji obuchule bakhe bufikelela kwikhompyuter yelifu, ubunjineli besoftware obuqhutywa yi-AI, kunye noyilo lweshishini. Ngerekhodi eqinisekisiweyo yokuyila izisombululo ezinokwehla, ezisebenza ngokuphezulu kuwo wonke amashishini, uye wanikezela ngezinto ezintsha eziqhubela phambili inguqu yedijithali. Ukuqonda kwakhe okunzulu kobuchwepheshe befu, ngakumbi iinkonzo ze-AWS, ezidityaniswe nobuchule bakhe bokwakha ukhuseleko kunye ne-automation yeziseko zophuhliso, kuye kwamenza ukuba enze izisombululo ezibeka imigangatho emitsha yokusebenza kakuhle kunye nokuthembeka kuphuhliso lwesoftware yeshishini. Kwishishini elifuna ukusungulwa kwezinto ezintsha kunye nokhuseleko olungagungqiyo, uPadma Vardhineedi ugqamile ngokukwazi kwakhe ukulungelelanisa ukugqwesa kobugcisa kunye neemfuno zeshishini elisebenzayo. Indlela yakhe yokwakha ayigxininisi kuphela ubuchwephesha bobugcisa kodwa kunye nokusebenza kakuhle kunye namava omsebenzisi. Njengoko imeko yetekhnoloji iqhubeka nokuvela, igalelo lakhe kuyilo lwesoftware kunye necomputing yamafu iyaqhubeka nokuba nefuthe kwindlela imibutho ijongana nohambo lwayo lwenguqu yedijithali. Eli bali lisasazwe njengokukhutshwa nguKashvi Pandey phantsi kweNkqubo yokuBloga yeShishini yeHackerNoon. Funda ngakumbi malunga nenkqubo . Apha
