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Research Engineer
Labri · 2026 – Present- Designed multimodal AI models for real-time behavior detection, combining computer vision, time-series analysis, and distributed networking data.
- Modeled 5G vehicular communications including C-V2X and URLLC for integrating Vulnerable Road Users into intelligent transport networks.
Python PyTorch Computer Vision 5G / V2X
Founder & Engineer
Ethion AI SARL · 2025 – Present- Founded PolyLabs and built PolyCode, an LLM-powered coding agent featuring specialized modes for planning, implementation, debugging, and review.
- Designed context-preserving handoffs between agent modes and extended the tool-calling loop, streaming flow, and multi-agent orchestration layer.
- Established the full DevOps pipeline with CI/CD, automated checks, and release automation using GitHub Actions.
TypeScript Next.js React Python GitHub Actions
Software Engineer | Working Student
Speedykom GmbH · 2025- Collaborated on the development and deployment of a self-hosted health analytics platform.
- Enhanced Role-Based Access Control (RBAC) systems, optimizing permissions and access management for improved security and efficiency, further enhancing governance compliance.
- Designed and implemented an on-demand data migration workflow from an older platform using KeyCloak and MinIO.
Django KeyCloak MinIO
Machine Learning & Computer Vision Engineer
Progress Engineering · 2024- Developed a Flask-based REST API that replaced a $2,000/year subscription service for official document signature decoding.
- Integrated OpenCV for image preprocessing and PyTorch for real-time computer vision inference, achieving 95% accuracy in Data Matrix detection.
- Optimized processing pipeline, reducing computation time by 20% while maintaining detection quality.
Python Flask OpenCV PyTorch
Full-Stack Developer
STIR · 2023- Transformed a paper-based workflow into a Django-powered platform, significantly enhancing operational efficiency.
- Created an interactive hotel catalog with intuitive UI/UX that streamlined the employee application process.
- Implemented an integrated response system that reduced HR processing time by 40%
Django MySQL JavaScript Bootstrap
Business Intelligence & Reporting
AGIL · 2022- Developed a Python-based data visualization tool that transformed complex API data into actionable insights
- Created automated reporting dashboards that facilitated data-driven decision making across departments
Python Matplotlib Pandas API Integration