Selected projects
Diffusion LLM
A Text2SQL Text-Diffusion-LLM including training and playground inference
GraphQL MCP Server
GraphQL MCP server enabling dynamic, elastic type discovery with type dependency trees and optimized discovery pipelines, designed for advanced agent-driven workflows.
yDE Your Data Expert
Real-Time AI Data Agent: Upload a CSV - Talk to your live Analyst. Streams live graphs, voice results, and transcripts. Runs complex tasks—like stance annotation—updating Google Sheets in real time.
1st place, Berlin AI Hackathon.
Worldbummlr
Explore cities via a Real-Time AI-Generated Tour-Guide telling stories, building routes and real-time audio.
Autoencoder for LLM Feature Extraction
Autoencoder-based approach for "neuron surgery" on LLMs: extract and amplify neuron features linked to specific topics (e.g., SQL generation), enabling targeted personality shifts by boosting activations at inference time.
Flutter ONNX Image Classification
Small, on-device CNN image-classificaiton in Flutter via onnx
Raytracing in Optical Fibers
Physical Ray Tracing Simualtion for curved optical fibers in Matlab
Image Similarity Recipe Lookup
Get similar recepies given a picture
Chess via an EEG
Play chess just by thinking about the moves with consumer-grade EEG. Works by thinking of binary start and end position of moves, translated to chess coordinates.
Real-Time News and Twitter Sentiment Topic Analysis
Trained a stance detection model, build a plattform to analyze top new headlinesand Twitter Posts in real-time, cluster topics and sentiment
Algometer - Measure Algae in the water
Optical measurement of algae contamination and pollution of oil. Additionally measuring water flow rate, salt concentration and tempurature, communicating via LoRaWAN from the Northsea
Chemiotho - Learn Chemistry
3D Molecule Viewer, Quizzes: Play against friends over Internet and Bluetooth if no connection available
Papers
A computational model of coronary arteries with in-stent restenosis coupling hemodynamics and pharmacokinetics with growth mechanics (2025)
A patient-specific computational model coupling hemodynamics, drug kinetics, and tissue growth to investigate in-stent restenosis after drug-eluting stent implantation.
On-the-Fly Calculation of Model Factors for Multi-paradigm Applications (2022)
Originating from my bachelor thesis, introduces a tool to accurately separate and quantify model factors in layered parallel programming paradigms for Hybrid MPI+OpenMP metric, providing deeper insights into sources of inefficiency—such as load imbalance and synchronization overhead—across applications with various concurrency patterns.