Nicolas Peters Saa

dianovi.com ↗

Quality management consulting and regulatory affairs support: process documentation, compliance frameworks and quality system implementation for life sciences and healthcare clients.

pipra.ch ↗

Regulatory affairs consulting and quality management strategy for pharmaceutical and healthcare sectors: regulatory submissions, SOP development and audit preparation.

Three-hour signal-hunting hackathon at the European Startup Embassy, powered by Apify. Finished 3rd. Enter a company and agents map each product to where EU public buyers are heading, using labelled TED awards, web and social signals and open tenders, then return a source-tagged brief and a draft outreach email. The award data bank is labelled by the extraction engine from my HSBA master’s thesis.

Want it built out fully? Entry Scout is a 3-hour prototype. To have it built into a complete product for your company, contact me, Nicolas Peters Saa, on LinkedIn ↗

Read the retrospective ↗

Two-day model-training hackathon: maximise GSM8K accuracy minus model size. Finished 6th with a light LoRA on Qwen3.5-4B; the write-up covers all 52 training runs, the leaderboard and the lessons learned.

Score = % of the 1,319 GSM8K test questions solved − model size in billions of parameters. Mine: 91.89 % − 4.66 B = 87.23.

Two-day enterprise-AI hackathon hosted by Glasswing Ventures. Our team of five built Phision, a pharma quality-intelligence agent: when something goes wrong in a medicine factory, it rebuilds what happened across the plant’s systems, stress-tests the suspected root cause and hands QA an investigation where every claim cites its evidence. My part was the company itself: a fictional generics manufacturer with its own records, quality events and a planted root cause for the agent to find. We shipped and demoed but didn’t place; the recap covers why.