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Metaforms - Tabulation Engine
I was the sole engineer on Metaforms' Tabulation Engine, owning the product, architecture, implementation and client demos. I built a Python compute layer over DuckDB that lets AI agents create crosstabs from uploaded specifications, with statistical testing, data weighting and confidence intervals. The system was benchmarked against WinCross and Q/Displayr.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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The Real Repo: a learning platform where developers practise real software-team work inside a simulated company, from tickets and code reviews to deploys, until they earn a promotion. I designed and built the platform and run its YouTube channel.
"Engineered an automated data-cleansing framework to audit, normalize, and restructure high-error transactional records. By resolving systemic data anomalies—including string irregularities, duplicate entity entries, schema mismatches, and null variances—this pipeline elevated raw, unreliable logs into clean, decision-ready assets primed for business intelligence modeling."
Hello, Contra: this is Nagz Studio
New name, same work: this profile is now Nagz Studio.
I design and build websites and MVPs for SaaS and AI companies, in Next.js and WordPress, and take on white-label builds for agencies.
Four things, done properly:
→ SaaS & AI websites
→ SaaS MVPs & web apps
→ White-label development for agencies
→ Speed & technical SEO
You talk to the person who builds it. Message me here when you're ready to start.
