# try asking:

$ cat about.md

I’m a data scientist based in Germany with a background in applied mathematics. I build industrial AI systems that combine physical modelling with machine learning — most notably hybrid models for steel temperature prediction in electric arc furnaces.

Beyond industrial AI, I’m exploring quantitative finance and financial machine learning, and I care about local, privacy-focused AI and practical LLM applications.

$ ls projects/

OptiEAF

A hybrid physical and machine-learning system for industrial steel temperature prediction.

python · ml · physics

Forecastream

A forecasting demonstration for commodities and time-series data.

forecasting · time-series

Industrial AI Platform

Deployment and integration of AI services for industrial data workflows.

docker · postgresql · influxdb

$ cat skills.txt

$ git log experience/

  1. Data Scientist — Industrial AI

    Steel industry · Germany · current

    Building OptiEAF, a hybrid physics + machine-learning system for electric arc furnace temperature prediction, and integrating AI services into industrial data workflows.

  2. Applied Mathematics background

    Education

    Foundation in applied mathematics, machine learning, and data science.

$ ./contact.sh

↓ download CV (PDF)