PROJECTS / 08 ENTRIES

My projects.

Here is a selection of my work across AI, data engineering, autonomous systems and web development.

GitHub profile ↗

In more detail

Three projects in detail.

More projects

More projects at a glance.

Multi-Agent Reinforcement Learning / 2026

PRIMAL2

A reimplementation of PRIMAL2 using A3C, imitation learning and convention loss, with higher throughput than greedy A* in the toy setup.

  • PyTorch
  • Python
  • A3C
  • Multi-Agent RL

Reinforcement Learning · University Project / 2026

Smart Traffic RL Car

I implemented most of a 2D environment, its training pipeline and evaluation, then compared DQN, QRDQN, PPO and SAC.

  • Python
  • PyTorch
  • Stable-Baselines3
  • Reinforcement Learning

Data Product / 2026

Bloomberg Scraper

Scheduled Billionaires Index scraping with historical top-500 snapshots, trends and export.

  • Python
  • FastAPI
  • SQLite
  • Docker

Real-time Quiz · Self-hosted / 2026

Cahoot

A self-hosted quiz app for game nights with a host view, presentation mode and smartphone clients.

  • TypeScript
  • React
  • Fastify
  • Socket.IO

macOS Text Utility / 2026

Trumpify

Rewrites, shortens, translates or reads selected text via keyboard shortcuts, with both practical and deliberately exaggerated modes.

  • Lua
  • Hammerspoon
  • OpenRouter
  • Text-to-Speech

Professional experience

What I’ve done at SAP and CURE.

SAP SE · St. Ingbert

Associate Developer · Retail & Agentic AI

I work on planning and supply-chain software for retail and on adding agentic AI to SAP applications.

  • Python
  • Agentic AI
  • S/4HANA Retail
  • BTP

SAP · Global Content Group

Knowledge Graph from Text

I trained and fine-tuned language models to extract structured knowledge from SAP documents for the Enterprise Knowledge Graph.

  • Python
  • Fine-Tuning
  • Knowledge Graphs
  • RDF/OWL

SAP · Business Foundation Models

Cross Tables (BFM-X)

I developed data pipelines for foundation models and worked on integrating schemas across multiple tables.

  • Data Engineering
  • Foundation Models
  • SQL
  • Python

SAP · ICN Applied Technology Exploration

Automatic Column Mapping

I built a knowledge-graph-based prototype that automatically maps columns across different tables.

  • Knowledge Graphs
  • SPARQL
  • Data Integration

SAP · Project Management Office

AI Automation

I analyzed internal processes and developed prototypes for AI-assisted automation.

  • Process Analysis
  • AI Automation

CURE · DHBW Mannheim

Autonomous Systems Team

I developed analysis tools and worked on the sensor and perception module of an autonomous Formula Student race car.

  • C++
  • Python
  • Sensor Fusion
  • Perception