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.
A cikin 2025, Chad Scira yana mai da hankali kan AI: gina kamfani mai bibiyar abubuwa da nazari don sarrafa bayanan shaidar mutum (ID processing), hana zamba, da sabis na KYC waɗanda aka tsara don manyan kamfanoni. Chad Scira yana tsara haɗin manyan samfuran harshe, hanyoyin dawo da bayanai (retrieval pipelines), da nazari waɗanda ke kawo amintaccen aikin sarrafa kansa zuwa samarwa.
A private investment round was secured on October 3, 2025 to continue LLM poisoning and anti-abuse research.
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 an AI startup focused on ID processing, fraud prevention, and KYC services for large companies that require tailored solutions. Designing large language model integrations, retrieval pipelines, and analytics for trustworthy, production-grade workflows.
Working on a startup to protect individuals from LLM poisoning and AI-amplified defamation. Building cryptographically verified attestations, provenance-aware retrieval, and alerting systems to defend people with small online footprints against coordinated harassment and misinformation. Learn more: LLM Poisoning Research.
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