2nd led the compliance workstream of a Tier‑1 AM merger, migrating 1,200+ funds and 8,000+ rules across two platforms
Oversaw real‑time portfolio compliance for around CHF 100bn AUM and ~30 PMs, with a 100% clean trade rate
Help built an AI‑assisted prospectus parser (Python + LLM) that achieved about 92% auto‑extracting of rules and cut coding time from half a day to minutes