Berlin, Germany
Machine Learning
& Systems Engineer
From scientific research to production systems that move the business — machine learning, software, data infrastructure, and the operational platforms that tie them together.
What I do
I sit at the intersection of machine learning, software, systems, and business operations.
Machine Learning Engineering
End-to-end ML pipelines and production deployment — from feature engineering to live, monitored systems that make decisions in the loop.
Applied Data Science
Forecasting, optimization, and operational analytics that turn raw business data into measurable outcomes: less waste, better planning, more profit.
Software & Backend Systems
Backend services and REST APIs (Quarkus, Laravel, PostgreSQL, Supabase, Keycloak), React front-ends, ERP integrations, and internal platforms — the production software real businesses run on.
Cloud & Infrastructure
AWS, Docker, and Cloudflare (Pages, Workers, Durable Objects) — repeatable, standardized environments and edge deployment that ship to production reliably.
Focus areas
- Machine Learning
- Forecasting
- Optimization
- Data Engineering
- React
- TypeScript
- PostgreSQL
- Supabase
- ERP Systems
- AWS
- Docker
- Cloudflare
- Internal Platforms
- Analytics Infrastructure
Selected work
From ML systems to a playable game.
Featured · Playable in your browser
Child of Anon
An original auto-scroll climber/runner built in TypeScript on Phaser 3 — combat, spells, mana, real pixel parallax, and online VS. Evidence of full-stack and game-dev range beyond the ML work, deployed as its own Cloudflare Pages app.
Demand Forecasting & Food-Waste Reduction
Forecasting models and data pipelines that sharpen demand prediction across a scaling catering operation — cutting food waste and improving resource planning.
- Forecasting
- Python
- Operational Analytics
ERP Integration & Internal Platforms
Contributed to ERP development and several internal web apps — connecting operational data to the people who act on it, with automation that removes manual work.
- ERP
- REST APIs
- Internal Tooling
How I work
- Ownership
- Practical Impact
- Continuous Learning
- Systems Thinking
- Technical Excellence
- Business Alignment
- Collaboration
Have a problem worth solving end-to-end?
I build production systems that create direct commercial impact — from ML and forecasting to the software, ERP integrations, and infrastructure around them. Let's talk.