Starting on Contra with zero reviews and zero client history.

My plan to land client #1: → Publish clearly labeled concept projects → Pitch a few local businesses with spec redesigns of their sites → Share the process, not just the final visuals

Designers who landed their first client here: what actually moved the needle for you? Portfolio, outreach, or something else?

I'd love to learn from your experience.

Best of Luck

I build AI that’s measured before it ships. Now open for freelance work.

Most AI features fail quietly. No one measured them, and the numbers come straight from the model. My work fixes both.

What I’ve built:

→ A multi-agent tax copilot for UAE–US businesses, live in production. The LLM reads the documents and cites the rule, and a deterministic engine does every calculation. 89% answer correctness on a human-reviewed eval.

→ An evaluation harness for legal AI. It benchmarked three frontier models on contract clauses (F1 0.88–0.90) and found a failure mode all three share: they cut off the legal condition that actually matters.

→ A brain MRI research platform with 3D lesion segmentation, sealed audit trails and FHIR export.

→ A pricing tool for metals traders that turns offer sheets (Excel, PDF, photos, voice) into priced bids.

→ Voice agents: a voice-to-clinical-note scribe, and a browser agent you control by speaking.

How I can help: • AI agents and RAG systems, with evals built in • Reliability audits for an AI feature you already shipped • Document extraction from PDFs, sheets and scans • Voice agents for calls and intake • Healthcare AI workflows

If you have an AI feature that’s unreliable, or one you haven’t built yet, send me a message. First 3 clients get a priority start this month.

#AIEngineering #LLM #AIAgents #RAG #HealthcareAI

89% correctness on a human-reviewed eval for the tax copilot is a solid bar, good luck with freelance!