AI Product Manager · Zürich, Switzerland
I turn legacy operations into AI products —
01 Who
Product Manager at Coding Mind AG, leading Ailean — the first operative AI for real estate management. A background in B2B sales, customer success and business development, and an operator's mindset from years building and running companies.
02 What I do
Leading Ailean — automating tenant communication, deficiency management and maintenance scheduling, around the clock.
Gathering requirements, aligning engineering and clients, ERP integration — plus the B2B sales and customer success to land it.
Built and ran logistics companies across the Nordics — grew revenue, teams and partnerships from the ground up.
03 Story
Cape Town to Stockholm to Zürich — an operator who moved turbines before moving into AI product.
04 Selected work
05 Play
Not my job title — my GitHub. Systems I build for the love of it. Most are private; the public ones are linked.
A from-scratch bare-metal Rust OS for autonomous intelligence — where intelligence is a kernel primitive, units (“Loci”) coordinate by stigmergy, and the kernel rewrites its own bytecode to improve.
Rust no_std · custom UEFI · bytecode VM · capability securityAutonomous crypto trading: an LLM generates strategies, gated through backtest → paper → live before any touch real capital.
Python · FastAPI · HyperLiquid · LightGBMA self-hosted hub fronting a dozen Model Context Protocol servers — Garmin, Google Workspace, Linear, Synology, Hetzner and more — behind one gateway with auth, billing and routing.
TypeScript · Next.js · Postgres · Stripe · MCP SDKA pipeline that dispatches coding jobs to a local LLM worker, opens pull requests and runs automated review loops.
Python · Ollama (Qwen) · MCP · GitHub APIRetrieval over Swiss federal & cantonal tax law — cited answers, document extraction and deterministic tax calculators.
FastAPI · pgvector · Ollama · MCPA digital wardrobe app that catalogs your clothes and suggests outfits with AI.
React · TypeScript · Gemini · SupabaseTurns lecture and meeting videos into structured German minutes — transcription, slide extraction, formatted output.
FastAPI · faster-whisper · OpenCV · LLMAn AI bookkeeping dashboard that ingests financial documents via Mistral — every figure traceable to its source file.
Next.js · React · Drizzle · Mistral AI06 Contact