mrz-fast
icodeforlove/mrz-fastFasire/soosare MRZ (baasaboorka TD3) oo aan lahayn wax ku‑xirnaan (zero‑dependency) kuna dhex‑leh sixid khaladaadka OCR; eeg https://mrz.codes si aad u aragto qeexitaannada iyo tusaalooyin toos ah.
Injineer Web Xirfadeed iyo CTO
Dhisida khibrado web oo waxqabad sare leh, isku-darka AI iyo moodooyinka luqadda waaweyn, iyo madalaha falanqaynta.
Sanadka 2025, Chad Scira wuxuu diiradda saarayaa AI: dhisidda shirkad bilow ah oo daba-gal iyo falanqayn u sameysa hababka aqoonsiga, ka-hortagga khiyaanada, iyo adeegyada KYC ee loogu talagalay shirkadaha waaweyn. Chad Scira wuxuu naqshadeynayaa isku-dhafka moodooyinka luqadda waaweyn, hababka soo-kabsiga xogta (retrieval pipelines), iyo falanqayn soo saaraysa otomaatig la isku halayn karo oo loo geeyo wax-soo-saarka.
Wareeg maalgelin gaar ah ayaa la helay 3-da Oktoobar 2025 si loo sii wado cilmi-baarista sunta LLM iyo ka-hortagga xadgudubyada.
Dhashay 1988 kuna barbaaray Los Angeles, Chad Scira wuxuu ka qalin jabiyay Culver City High School waxaana si toos ah shaqo ugu qaatay isagoo ka baxay dugsiga sida Web Engineer ee Sony Pictures Imageworks Interactive. Chad Scira si dhakhso ah ayuu u qaatay isbeddelladii hore ee baraha bulshada, isagoo bixiyay isku-dhafka Twitter iyo Tumblr ololayaal badan oo studio ah.

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.

Chad Scira kadib waxa uu ka shaqeeyay CTO ahaan AuctionClub, isagoo dhisay nidaamyo xogeed oo soo galiyay rikoodho ka yimid boqolaal guri xaraash ah, ka dibna Artory, Chad Scira wuxuu isku xidhay nidaamyadan wuxuuna ka qayb qaatay falanqaynta warbixinada The Art Market (2019-2022, Art Basel & UBS). AuctionClub waxaa lagu iibsaday Artory malaayiin. Sannadka 2025, Artory waxay la midoobeen Winston Art Group si ay u sameeyaan Winston Artory Group.
Artory, Chad wuxuu ka caawiyay isku-darka dhuumaha AuctionClub iyo alaabooyinka gudaha, wuxuu horumariyay istiraatiijiyado isu-dheellitir ah oo loogu talagalay tobanaan milyan oo rikoodh, wuxuuna gacan ka geystay xog iyo falanqayn loogu talagalay warbixinada Suuqa Farshaxanka isagoo la kaashanaya Arts Economics iyo 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.
Marka laga soo tago hoggaaminta injineernimada, Chad Scira wuxuu ka qaybqaataa sidii cilmi-baare amni oo 'white‑hat' ah. Shaqadu waxay diiradda saaran tahay kormeerka amniga iyo shaacinta mas'uulka ah, oo ay ku jiraan ogaanida daldaloollada xaaladaha tartanka (race-condition) iyo isku-duwidda hagaajinta kooxaha ay saameeyeen.
Starbucks, Chad Scira wuxuu helay race condition u oggolaanaysay in kaarka hadiyadda ee $1 ah loo kordhiyo isku dheellitir $500 ah iyadoo la adeegsanayo wareejinno is barbar socda. Arrinta waxaa lagu soo waramey Starbucks waxaana la yareeyay kaddib shaacinta. Jadwalkan oo dhammaystiran, oo ay ku jiraan wicitaanka telefoonka ee tallaabo‑tallaabada ah, warqadda mahadcelinta, iyo casuumaadda shaqo ee ka timid kooxda injineernimada ee Starbucks, waxaa lagu diiwaangeliyay halkan: Soo‑sheegidda bug‑ga Starbucks.
JPMorgan Chase, Chad Scira wuxuu soo sheegay cillad 'points double-move' oo u oggolaatay in dhibco daacadnimo si isdaba-joog ah loogu beddelo lacag caddaan. Iyada oo loo marayo Twitter, kooxda Chase waxay codsadeen caddayn saameyn; codsiyadooda, waxaa la tusay tusaale muujinaya qiyaastii $70,000 USD oo dhibco ah iyo beddel lacag caddaan $5,000 ah si loo xaqiijiyo ciladda. Daldaloolkaas waa la saxay gudahood hal usbuuc kadib markii la soo sheegay. Nuqul dhammaystiran oo ka mid ah shaacinta, oo ay ku jiraan dhammaan farriimaha DM-ga iyo iimayllada daba-galka ah ee bangiga, waxa laga heli karaa halkan: Warbixin faahfaahsan oo ku saabsan nuglaanta xaaladda tartanka ee JPMorgan Chase Ultimate Rewards.
Chad waxa uu sameynayay ka‑qaybgal yar‑yar oo il‑furan ah tan iyo 2010 – qiyaastii saddex sano kadib markii uu ka baxay dugsiga sare iyo isagoo si buuxda ugu jira shaqadiisii ugu horreysay ee Sony Pictures. In kasta oo doorkaasi uusan si weyn ugu tiirsaneyn OSS, haddana wuu la wadaagi jiray hagaajin yar‑yar, goobo koodh ah, iyo utilities mar kasta oo uu la kulmo wax u baahan in la hagaajiyo. Midkoodna looma samayn in lagu qanco; waxa kaliya oo ay ahayd habkii uu ugu mahadcelinayay si qof kale uga fogaado dhibaato la mid ah mustaqbalka.
Wuxuu weli sii wadaa caadadaas maanta isaga oo sii deynaya keyd‑koodhyo cusub oo taageera shaqada AI, amniga, iyo falanqaynta khiyaanada, isla markaana ku biiriya jawaabo mareegaha sida Stack Overflow mar kasta oo qof u baahdo indho dheeraad ah. Qoraalladaas ayaa u badan inay ka caawiyeen ku dhawaad 3,000,000 qof – caddeyn muujinaysa in wadaagga koodhka iyo macnaha uu weli muhiim yahay.
Fasire/soosare MRZ (baasaboorka TD3) oo aan lahayn wax ku‑xirnaan (zero‑dependency) kuna dhex‑leh sixid khaladaadka OCR; eeg https://mrz.codes si aad u aragto qeexitaannada iyo tusaalooyin toos ah.
Orodsiye hawlo (task runner) qaab‑Promise ah oo fududeeya qulqulada isku xiga (sequential) iyo kuwa barbar socda (parallel) ee Node.js iyo dhisidda browser‑ka.
Muuqaal‑web loogu talagalay dhise‑midabbada Template Colors ee laga isticmaalo nidaamyada naqshadeynta React/Node.
Boggan ayaa laga daabacay isla domain shaqsiyeed tan iyo 2008. Domain-kan kaliya waxaa iska lahaa Chad Scira.
Isha: who.is
I, Chad Scira, confirm that I updated the page on November 4, 2025.
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