Research, innovate, build, iterate.
Highlights
- M.Sc. Cognitive Science & AI — University of Osnabrück (Germany)
- Developing a cognitive-science–grounded language learning app (launch coming soon).
- Building a modern spaced repetition (SRS) system for efficient learning.
- Designing a modern UI/UX for an AI-powered therapist assistant platform in collaboration with the Department of Psychology.
- Implemented a scalable, containerized, production-ready LLM pipeline for a leading Swiss real-estate company.
- Built a real-time voice conversion system with sub-100ms latency for live streaming applications.
Selected Work
View all projects →Flowent - World's First Cognitive-Science Approved Immersion Language Learning App
A language learning app that is grounded in cognitive science and uses the latest in AI to help you learn languages faster and more effectively.
Visual-Assisted Prosody and Emotional TTS Generation
Advanced text-to-speech system that uses visual cues to generate natural prosody and emotional expression in synthesized speech, creating more human-like and contextually appropriate voice output.
Spleeter-HT-Demucs Stem Separation
Advanced audio stem separation using Spleeter and HT-Demucs models for high-quality vocal and instrumental isolation.
Music Style Transfer with RAVE
Real-time music style transfer using RAVE (Realtime Audio Variational autoEncoder) for creative audio manipulation.
GPT 2 from Scratch
Implementation of GPT-2 language model from scratch, demonstrating text generation capabilities.
Automated TTS Dataset Generation
Automated workflow to generate TTS datasets using A.I. for efficient text-to-speech model training.
Evaluating and Improving Chain-of-Thought Reasoning
A framework for evaluating and enhancing Chain-of-Thought (CoT) reasoning in LLMs, including causal mediation analysis and faithfulness measurement.
Let's Build Something Together
I'm available for consulting engagements on AI infrastructure, speech synthesis, and production ML systems. Whether you need strategic guidance or hands-on implementation, let's discuss how AI can drive value for your business.