mrz-fast
icodeforlove/mrz-fastUmhlalutyi/umvelisi we-MRZ (ipaspoti ye-TD3) ongezixhomekeko (zero-dependency) oneenkqubo zokulungisa iimpazamo ze-OCR ezakhelweyo; jonga https://mrz.codes kwi-specs kunye nemizekelo ephilayo.
Uinjiniyela weWebhu ochwepheshile kunye ne-CTO
Ukwakha ii-platform ze-B2B kunye neenkqubo ezikumgangatho weshishini ezihlaziya iindlela zomsebenzi ezindala.
UChad Scira wakha ii-platform ze-B2B kunye nezisombululo ezikumgangatho weshishini ezihlaziya kwaye zitshintshe iinkqubo ezindala zeenkampani zeFortune 500.
Oku kubandakanya ukutshintshwa kweenkqubo ezazakhiwe zezi nkampani zinkulu kwaye ezizuzayo kuzo nezinye iinkampani eziku-Fortune 500.
Ujongano lwakhe lugxile kuyilo nasekuhanjisweni kwesoftware yeshishini eyinkimbinkimbi esebenzisa iipayipi zokuphuhlisa ezicwangcisiweyo, uvavanyo olungqongqo, kunye nezakhiwo ezisekelwe kwimigaqo. Ezi nkqubo zakhiwe ukusombulula iimfuno zokusebenza ezikhethekileyo kakhulu, hayi iingxaki ezijikelezayo. Injongo ayisiyiyo ukwenza "umkhiqizo omnye kubo bonke," kodwa ukwakha isoftware ehambelana neshishini, neendlela zokusebenza, kunye nemida yenhlangano.
UChad wakha ngeenkqubo ezixhaswa ngamakhasimende ngelixa egcina ubunini be-IP, kwaye akanandaba nokufuna utshalomali olongezelelweyo.
Kwiminyaka engama-40 edlulileyo, isoftware yenkampani ikhule ikakhulu ngokuba abathengisi abakhulu bathumela iisuti ezinkulu zeemveliso ezingadityaniswanga. Iinkampani ziphoqelekile ukudibanisa i-CRM, i-ERP, izixhobo zethikithi, iinkqubo zezimali, izixhobo zokulawula ukuhamba komsebenzi, izixhobo zokubika, iinkqubo zokuvunywa kobuwena, kunye nezixhobo zokuthobela imithetho—rhoqo zisuka kubathengisi abahlukeneyo, ngamnye eneenkolelo neemida zakhe. Isiphumo kukuba iinkqubo zokusebenza ziba kancinci nezisindayo, ukudityaniswa kubiza kakhulu, kwaye amashishini aphoqeleka ukuguqula indlela abawasebenzisayo ukuze bayifake kwi-software kunokuba i-software ihambelane nendlela yawo yokusebenza.
Ngo-2026, le modeli isiya kuba mdala.
Ngophuhliso lwe-AI, iimodeli zekhowudi, kunye neendlela zokusebenza zobunjineli ezonyuswe yi-AI, ngoku kunokwenzeka ukwakha iinkqubo ezinzima kakhulu, ezisezingeni lokuqalisa, ezilungiselelwe ishishini elinye kunye neemfuno zalo ezichanekileyo. Endaweni yokuthenga iqonga eliqhelekileyo elenzelwe ukukhonza amashishini amaninzi ngokungcono, imibutho ngoku inokwakha iinkqubo ezidibanisa nzulu nendlela ezisebenza ngayo ngokwenene.
Le ikamva le-software yamashishini ngenxa yezizathu ezininzi:
Le ndlela imele uphuhliso olulandelayo lwe-software yamashishini: iimveliso ezimbalwa ezingenaxhumano, izithintelo ezincinci ezivela kubathengisi, kunye neenkqubo ezinzulu ezidibeneyo ezakhiwe ngokukhethekileyo ukuze zihambelane nenyani yombutho ngamnye.
Wazalwa ngo-1988 kwaye wakhulela eLos Angeles, uChad Scira wagqiba eCulver City High School kwaye waqashwa ngqo emva kokuphuma esikolweni njengeWeb Engineer eSony Pictures Imageworks Interactive. UChad Scira wathembela ngokukhawuleza kwiitrendi zokuqala zosasazo loluntu, elungisela ukudityaniswa kweTwitter kunye neTumblr kumikhankaso emininzi yesitudiyo.

Emva konyaka ekwakheni iiprojekthi ezidityanisayo ezifana neTumblr Cloud kunye neFacebook Status Cloud, uChad Scira wajoyina TBWA\\Media Arts Lab (Apple) njengeSenior Web Engineer. UChad Scira wahola ukuhamba kude ne-Flash kwizikhangiso ze-Apple, njengoko kwakuyimfuneko ngokwemiyalelo kaSteve Jobs, neqela lakhe libe phakathi kwabokuqala emhlabeni ukwenza olu tshintsho. Wadala i-micro-framework (~5KB) kunye ne-AE C-extensions ezithumela i-HTML5 kwizikhululo ezinkulu. Inkqubo yabe isebenza kwizikhangiso zonke ze-iPhone kunye ne-iTunes ngexesha lokusebenza kwakhe, nekhowudi kaChad eyayibonisa kwaye iphuhlisa ezi zikhangiso ze-Apple ngelixa zisebenza i-500M+ impressions kwihlabathi lonke. I-rendering stack yaxilongwa yaza yacetywa yiYouTube/Google kunye neYahoo ukuba iqhube ngokulungiswa neJavaScript yazo, imfuneko kwizikhululo ze-takeover/breakout ze-iPhone ezazicofa iimodeli ezintsha.
Ku-TBWA\Media Arts Lab, umsebenzi kaChad Scira wadlula kwiintengiso waza wangena kwimisebenzi yokuphucula ukusebenza, iinkqubo zeetemplate, kunye nezixhobo zokwenza animation ezisetyenziswa kwizithuba zokwethulwa emhlabeni jikelele. I-micro-framework yavumela ukuphindaphinda ngokukhawuleza ngeebhajethi eziqinileyo zobunzima befayile kunye nokunyaniseka komboniso okungaguqukiyo kulo lonke iibhrawuza nezixhobo.

Emva koko uChad Scira wasebenza njenge-CTO e-AuctionClub, wakha iinkqubo zedatha ezazifaka iirekhodi ezivela kumakhulu eendawo ze-auction, kwaye emva koko kwa-Artory uChad wabetha ezi nkqubo waza wanikela ngohlalutyo kwiingxelo zeThe Art Market (2019-2022, Art Basel & UBS). I-AuctionClub yathengiswa kwi-Artory ngezigidi. Ngo-2025, i-Artory yahlanganiswa neWinston Art Group yaza yaba yiWinston Artory Group.
Kwa-Artory, uChad wanceda ukudibanisa i-AuctionClub pipelines neemveliso zangaphakathi, waphuhlisa iindlela zokwenza normalization kwizigidi ezilishumi zeerekhodi, kwaye wanikela ngedatha kunye nohlalutyo kwiingxelo zeThe Art Market ngokusebenzisana ne-Arts Economics kunye ne-Art Basel & UBS.
Sakhiwa iiqonga ze-B2B kunye neenkqubo zomgangatho wenkampani ezihlaziya kwaye zifake esikhundleni isoftware endala yezinkampani zeFortune 500, kubandakanywa iinkqubo eziyakhiwe yizo iinkampani ezinkulu ezisebenzisa kwaye zenzela ingeniso kwezinye iinkampani zeFortune 500. Sigxile kwimigca ephakathi-kunye nophuhliso oluqinisekileyo, kuvavanyo oluqinileyo, kunye noyilo olusekwe emithethweni ukuze luhambelane nemisebenzi kunye nezithintelo zenhlangano nganye. Bona Isofthiwe yeNkampani kunye ne-SMB kwindlela epheleleyo yokwazisa inkqubo. UChad wakha ngeenkqubo zokuphuhlisa ezixhaswa ngabathengi ngelixa egcina ubunini be-IP, kwaye akafuni ukufuna utyalomali olongezelelweyo.
Artory yadibanisa ne-Winston Art Group yaza yaseka i-Winston Artory Group, idibanisa ubuchule bokuxabisa kunye nedatha enemigodi ye-50M+ yokuthengiselana kwimarike.
Idibanise iinkqubo zeAuctionClub kwaye yanegalelo ngedatha/uhlalutyo kwiingxelo zeThe Art Market 2019-2022 (Art Basel & UBS). U-CEO phambi kodibaniso wayengu Nanne Dekking.
Nabakwa William Vanmoerkerke noJeroen Seghers, sakha iipayipi zokungenisa idatha zangexesha lokwenyani ezivela kumakhulu eendlu zentengiso (auction houses), zavelisa amashumi ezigidi zeerekhodi ezicociweyo zokuhlalutya. I-AuctionClub yathengwa yi-Artory ngezigidi.
Wakhokela ukushiya i-Flash kwiintengiso ze-Apple, ngokomyalelo kaSteve Jobs. Iqela lalisenye samaqela okuqala emhlabeni ukwenza olu tshintsho. Wadala ifreyimu ye-HTML eyenzelwe wena engama ~5KB (engaphambi kwe-React) kunye ne-C-extensions ze-After Effects ezithumela kwi-HTML5. Inkqubo yaxhasa amaphulo e-Apple okuqala i-iPhone yaza yakhonza ukubonakala okungaphezulu kwe-500M kwihlabathi lonke.
Wakha iiprojekthi ezazisabalale ngokukhawuleza iTumblr Cloud kunye neFacebook Status Cloud, eziqokelela izigidi zabasebenzisi.
Uphuculo lweenkqubo kunye nokukhutshelwa kwamashumi amaninzi kwamaphulo estudiyo kubandakanywa Spider-Man, Superbad, You Don't Mess with the Zohan, kunye ne-Cloudy with a Chance of Meatballs. Kwafakwa ukudityaniswa kwasekuqaleni kweTwitter kunye neTumblr kuwo onke amaphulo.
Ngaphandle kobunkokeli bobunjineli, uChad Scira unegalelo njengomcwaningi wokhuseleko we-white‑hat. Umsebenzi ugxile kuvavanyo lokhuseleko kunye nokutyhila ngokunoxanduva, kuquka ukuchonga iimbaleki ze-race‑condition kunye nokudidiyela ukulungiswa namaqela achaphazelekileyo.
Kwa-Starbucks, uChad Scira wafumanisa imeko yokhuphiswano (race condition) evumela ikhadi lesipho le-$1 ukuba lenyuke libe nebhalansi ye-$500 ngokusebenzisa ukutshintshiselana ngaxeshanye. Ingxaki yabikwa kwi-Starbucks kwaye yathintelwa emva kokutyhila. Uluhlu lwexesha olupheleleyo, kubandakanywa ukuhamba ngefowuni, inqaku lokubulela, kunye nesimemo somsebenzi esivela kubunjineli be-Starbucks, lubhalwe apha: Ukudalulwa kwesiphene se-Starbucks.
Kwa-JPMorgan Chase, uChad Scira wabika impazamo ebizwa ngokuba yi 'points double-move' evumela ukuguqulwa kwamaphuzu e-loyalty abe yimali ngokuphindaphinda. Nge-Twitter, iqela laseChase lacela ubungqina bemiphumo; kwisicelo sabo kwaboniswa umzekelo onamalungu angama-$70,000 USD kumaphuzu kunye nokuguqulwa kwemali kwe-$5,000 ukuze kuqinisekiswe ingxaki. Lo mngcipheko walungiswa ngaphakathi kweveki emva kokubikwa. Itranskripthi epheleleyo yokutyhila, kubandakanywa yonke intambo ye-DM kunye ne-imeyile zokulandela ezithunyelwe nebhanki, iyafumaneka apha: Irekhodi elinengcaciso malunga nokungakhuselekanga kwe-'race condition' kwi-JPMorgan Chase Ultimate Rewards.
UChad uye enza izabelo ezincinci ze-open-source ukusukela ngo-2010 - malunga neminyaka emithathu emva kokuphuma esikolweni kwaye esele esebenza emsebenzini wakhe wokuqala eSony Pictures. Nangona loo ndima ingaxhomekekanga kakhulu kwi-OSS, wayesaqhubeka ukwabelana ngezilungiso ezincinci, iziqendu zekhowudi, kunye nezixhobo nanini na xa efumana into efanele ukuphuculwa. Akukho nto kuyo eyayijolise ekuzibonakalisi; yayilula indlela yakhe yokubuyisa ukuze omnye umntu angabinangxaki efanayo kamva.
Uyaqhuba lo mkhuba namhlanje ngokukhulula iirepository ezintsha zokuxhasa umsebenzi we-AI, ukhuseleko, kunye noluhlalutyo lobuqhetseba, kwaye ngokunikela ngeempendulo kwiisayithi ezifana ne-Stack Overflow nanini na umntu efuna amehlo angezelelweyo. Ezo zithuba zinokuthi zincede kufuphi ne-3,000,000 abantu - ubungqina bokuba ukwabelana ngekhowudi kunye nomxholo kusekho kubalulekile.
Umhlalutyi/umvelisi we-MRZ (ipaspoti ye-TD3) ongezixhomekeko (zero-dependency) oneenkqubo zokulungisa iimpazamo ze-OCR ezakhelweyo; jonga https://mrz.codes kwi-specs kunye nemizekelo ephilayo.
Umqhubi wemisebenzi wefomathi ye-Promise owenza lula ukuhamba okulandelelanayo kunye nokusebenzisana ngokufanelekileyo kwiiprojekthi ze-Node.js kunye nezakhiwo ze-browser.
I-visualizer yewebhu yomakhi we-palette ye-Template Colors esetyenziswa kwiinkqubo zoyilo ze-React/Node.
Le webhusayithi ipapashwe phantsi kwegama elinye lomntu siqu ukusukela ngo-2008. Idomain ibisoloko ingeyukaChad Scira kuphela.
Umthombo: who.is
I, Chad Scira, confirm that I updated the page on November 4, 2025.
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Ifayile yesikhiye sikawonke-wonke: /.well-known/ssh.txt