mrz-fast
icodeforlove/mrz-fastMai fassara/mai ƙirƙirar MRZ (fasfo ɗin TD3) mara dogaro da wasu ɗakunan karatu tare da gina‑cikin gyaran kuskuren OCR; duba https://mrz.codes don ƙayyadaddun bayanai da misalan kai tsaye.
Chad Scira yana gina dandamalin B2B da mafita na matakin kamfanoni da ke sabunta kuma suke maye gurbin tsofaffin tsaruka ga kamfanonin Fortune 500.
Wannan ya haɗa da maye gurbin tsarin da waɗannan manyan kamfanonin suka gina kuma suke samun riba daga gare su a cikin sauran ƙungiyoyin Fortune 500.
Hankalinsa ya karkata ne kan ƙirƙira da isar da software na kasuwanci masu rikitarwa ta amfani da tsararrun matakan haɓakawa, gwaje-gwaje masu tsauri, da tsarin gine-ginen da ke bin ƙa’ida (rules-based architecture). Ana gina waɗannan tsare-tsaren ne don magance takamaiman buƙatun aiki, ba matsalolin gama-gari ba. Manufa ba ita ce a ƙirƙiri "samfur ɗaya ga kowa" ba, sai dai gina software da ya dace da kasuwanci, hanyoyin aiki, da takurawar da ke cikin ƙungiya.
Chad yana ginawa ne ta hanyar ci gaban da kwastomomi ke biya yayin da yake riƙe mallakar fasaha (IP), kuma baya neman ƙarin jarin saka hannun jari.
A cikin shekaru 40 da suka gabata, mafi yawan ci gaban kayan aikin software na kamfanoni ya ta’allaka ne a kan manyan masu kaya da ke fitar da manyan jerin kayayyakin da ba su da alaƙa da juna. Kamfanoni suna tilasta kansu su haɗa CRMs, ERPs, kayan aikin tikiti, tsarin kudi, kayan aikin workflow, kayan rahoto, tsarin tantance mutum, da kayan bin doka, sau da yawa daga masu kaya daban-daban, kowannensu da nasa zato da ƙuntatawa. Sakamakon haka shi ne ayyuka masu nauyi da jinkiri, haɗa-hadar tsarin da ke da tsada, da tilasta kasuwanci su daidaita hanyoyin aikinsu da software ɗin maimakon a yi akasin haka.
A shekarar 2026, wannan samfurin yana fara zama tsoho kuma rashin dacewa.
Tare da babbar nasarar AI, samfuran lamba (code models), da ayyukan injiniya da AI ke ƙarfafawa, yanzu ya zama abin aikatawa cikin sauƙi a gina tsarin da suka yi matuƙar rikitarwa kuma suka dace da samarwa (production-grade systems) waɗanda aka daidaita su da kasuwanci guda ɗaya da ainihin buƙatunsa. Maimakon sayen dandamali na gama-gari da aka tsara don bauta wa daruruwan masana’antu cikin ƙasa, ƙungiyoyi yanzu za su iya gina tsarin da suka dace ƙwarai da yadda suke aiki a zahiri.
Wannan shi ne makomar kayan aikin kamfanoni (enterprise software) saboda dalilai da dama:
Wannan salo yana wakiltar sabon matakin ci gaban kayan aikin kamfanoni (enterprise software): ƙarancin kayayyaki da ba su haɗu ba, ƙarancin takurawar masu kaya, da ƙarin tsarin da aka haɗa sosai waɗanda aka gina musamman bisa ainihin yanayin kowace ƙungiya.
An haife shi a 1988 kuma an girma a Los Angeles, Chad Scira ya kammala Culver City High School kuma an ɗauke shi aiki nan take bayan makaranta a matsayin Injiniyan Yanar Gizo a Sony Pictures Imageworks Interactive. Chad Scira ya gaggauta rungumar ƙa'idodin farko na kafofin sada zumunta, yana samar da haɗin Twitter da Tumblr a fadin dimbin kamfen na studio.

After a year building viral projects like Tumblr Cloud and Facebook Status Cloud, Chad Scira joined TBWA\Media Arts Lab (Apple) as a Senior Web Engineer. Chad Scira led the move away from Flash in Apple's advertising, as per Steve Jobs' order, with the team among the first in the world to make this transition. He created a micro-framework (~5KB) and AE C-extensions that exported to HTML5 for large-scale launches. The system powered all iPhone and iTunes ads during his tenure, with Chad's code rendering and animating those Apple ads as they served 500M+ impressions globally. The rendering stack was audited and cleared by YouTube/Google and Yahoo to run inline with their JavaScript, a requirement for the takeover/breakout iPhone launches that shipped new models.
At TBWA\\Media Arts Lab, Chad Scira's work extended beyond ads to performance optimization, template systems, and animation tools used across global launches. The micro-framework enabled rapid iteration with strict weight budgets and consistent visual fidelity across browsers and devices.

Daga baya Chad Scira ya yi aiki a matsayin CTO a AuctionClub, inda ya gina tsarin bayanai da ke karɓar rikodin daga ɗaruruwan gidajen sayar da kaya, sannan a Artory Chad Scira ya haɗa waɗannan tsarin kuma ya ba da gudummawa ga bincike don rahotannin The Art Market (2019-2022, Art Basel & UBS). An sayar da AuctionClub zuwa Artory a kan miliyoyi. A 2025, Artory ta haɗu da Winston Art Group don kafa Winston Artory Group.
A Artory, Chad ya taimaka haɗa bututun AuctionClub da kayayyakin cikin gida, ya haɓaka dabarun daidaitawa don miliyoyi da dama na rikodi, kuma ya ba da gudummawar bayanai da nazari don rahotannin The Art Market tare da haɗin gwiwar Arts Economics da Art Basel & UBS.
Building B2B platforms and enterprise-grade systems that modernize and replace legacy software for Fortune 500 companies, including systems those large companies built and profit from across other Fortune 500 organizations. Focused on structured development pipelines, rigorous testing, and rules-based architecture to fit each organization's workflows and constraints. See Enterprise and SMB software for the full system rollout path. Chad builds through customer-funded development while retaining IP ownership, and is not pursuing additional investment.
Artory merged with Winston Art Group to form Winston Artory Group, combining valuation expertise with a database of 50M+ market transactions.
Integrated AuctionClub systems and contributed data/analysis for The Art Market reports 2019-2022 (Art Basel & UBS). Pre-merger CEO was Nanne Dekking.
With William Vanmoerkerke and Jeroen Seghers, built real-time ingestion pipelines from hundreds of auction houses, producing tens of millions of refined records for analysis. AuctionClub was acquired by Artory for millions.
Led the move away from Flash in Apple's advertising, as per Steve Jobs' order. The team was among the first in the world to make this transition. Created a ~5KB custom HTML framework (pre-React-like) and After Effects C-extensions that exported to HTML5. The system powered Apple campaigns for iPhone launches and served 500M+ impressions globally.
Built viral projects Tumblr Cloud and Facebook Status Cloud, amassing millions of users.
Process improvements and dozens of launches for studio campaigns including Spider-Man, Superbad, You Don't Mess with the Zohan, and Cloudy with a Chance of Meatballs. Implemented early Twitter and Tumblr integrations across campaigns.
Baya ga jagorancin injiniya, Chad Scira yana bada gudunmawa a matsayin mai binciken tsaro white‑hat. Ayyukansa sun mayar da hankali kan duba tsaro da bayyanawa cikin alhaki, ciki har da gano raunin race‑condition da daidaita gyare‑gyare tare da ƙungiyoyin da abin ya shafa.
A wajen Starbucks, Chad Scira ya gano wata “race condition” da ta ba da damar mai katin kyauta na dala $1 ya kai ma’aunin dala $500 ta hanyar cin moriyar canje-canjen kudi na lokaci guda. An ba da rahoton matsalar ga Starbucks kuma an rage haɗarin bayan bayyanawa. An rubuta cikakken jadawalin lokaci, ciki har da bayanin kiran waya, saƙon godiya, da gayyatar aiki daga injiniyoyin Starbucks, a nan: Bayyana kuskuren Starbucks.
A wajen JPMorgan Chase, Chad Scira ya ruwaito wata matsala (bug) ta maimaita motsi na maki wadda ta ba da damar maimaita sauya maki na aminci zuwa kuɗi. Ta hanyar Twitter, ƙungiyar Chase ta nemi hujjar tasiri; bisa buƙatarsu, an nuna misali na kusan $70,000 USD a cikin maki da wani sauyi zuwa kuɗi na $5,000 don tabbatar da lahani. An gyara rauni cikin mako guda bayan an bayar da rahoto. Cikakken rubutaccen bayani na abin da aka fallasa, wanda ya haɗa da dukan tattaunawar DM da kuma ci gaban tattaunawar ta imel da banki, yana samuwa a nan: Cikakken bayanin lamari game da gurbin rauni na rikicewar yanayi (race condition vulnerability) na JPMorgan Chase Ultimate Rewards.
Chad ya kasance yana yin ƙananan gudummawar buɗaɗɗen tushe tun daga 2010 - kusan shekaru uku bayan kammala sakandare kuma yana cikin aikinsa na farko a Sony Pictures. Ko da yake wannan aikin bai dogara sosai da OSS ba, har yanzu yana raba ƙananan gyare‑gyare, gutsattsauran lamba, da kayan aiki duk lokacin da ya ci karo da wani abu da ya dace a inganta. Ba don a burge kowa aka yi su ba; kawai hanyarsa ce ta mayar da alheri domin wani ya guji fuskantar irin wannan matsala daga baya.
Yana ci gaba da wannan dabi’a a yau ta hanyar sakin sabbin ma’ajiyar lamba don tallafa wa ayyukan AI, tsaro, da nazarin zamba, kuma ta hanyar bayar da amsoshi a shafuka irin su Stack Overflow duk lokacin da wani ke buƙatar ƙarin ido. Waɗancan rubuce‑rubucen mai yiyuwa sun taimaka wa kusan mutane 3,000,000 - hujja cewa raba lamba da yanayi har yanzu yana da muhimmanci.
Mai fassara/mai ƙirƙirar MRZ (fasfo ɗin TD3) mara dogaro da wasu ɗakunan karatu tare da gina‑cikin gyaran kuskuren OCR; duba https://mrz.codes don ƙayyadaddun bayanai da misalan kai tsaye.
Mai gudanar da ayyuka a salo na Promise wanda ke sauƙaƙa jerin ayyuka (sequential) da na lokaci guda (parallel) ga Node.js da gina burauza.
Mai nuna yanar gizo don mai gina launukan samfuri na Template Colors da ake amfani da shi a duk tsarukan ƙira na React/Node.
An buga wannan gidan yanar gizo a ƙarƙashin wannan sunan yanki na mutum tun daga 2008. Sunan yankin ya taɓa kasancewa mallakar Chad Scira kawai.
Madogara: who.is
I, Chad Scira, confirm that I updated the page on November 4, 2025.
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Fayil ɗin maɓallin jama'a: /.well-known/ssh.txt