Berlin, Germany
Machine Learning Engineer
& Applied Data Scientist
Building production-ready ML systems that transform operational data into measurable business impact.
What I do
I sit at the intersection of ML, data, backend, 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.
Backend & Systems
REST APIs, internal tooling, ERP integrations, and workflow automation — the production-grade plumbing that real businesses run on.
Cloud & Infrastructure
AWS deployment, Docker containerization, and repeatable pipelines — standardized environments that ship to production reliably.
Focus areas
- Machine Learning
- Forecasting
- Optimization
- Data Engineering
- ERP Systems
- AWS
- Docker
- 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 with data?
I build systems that create direct commercial impact — forecasting, optimization, and the infrastructure around them. Let's talk.