Welcome! I'm a theoretical physicist by training who spent a significant part of my career in business. My work combines rigorous analytical thinking, pragmatic business insights, and modern AI techniques.
I co-founded lyfX.ai, where we help organizations in the process industries — chemicals, fertilizer, energy — integrate Data and AI solutions that deliver measurable results.
Most of my day-to-day work is in private repos — real tools for real industrial problems:
- Process flow diagram analysis — AI that reads and interprets PFDs and block flow diagrams for engineering workflows
- Equipment databases — Structured knowledge bases for industrial plant equipment
- Asset management tools — Helping organizations get a grip on their physical assets with data and AI
- AI-assisted document generation — Turning messy industrial data into polished deliverables
If any of that sounds relevant to your work, let's talk.
- Useful-Skills-from-lyfX — Battle-tested Claude Code skills for market research, LinkedIn posts, and corporate design
- messminer — Agents that turn nightmare Excel sheets into organized, structured data
- prompt_collection — Curated prompts refined through daily professional use across multiple LLMs
- GPT_comparison_2023 — Early systematic benchmark of GPT-3.5 vs GPT-4 using 355 German university-level questions
- curious_surfer_public — Experimental multi-agent web scraping system (a vibe-coding adventure)
- lyfx_agents_public — A Django + LangGraph agent platform I built to learn the stack
- Data analysis projects in agriculture and field trials — where physics meets farming
