À propos de Timothé
I'm an Algorithm Engineer with 1 year of experience, primarily passionate about creating user-friendly systems for complex problems using Machine Learning. I also have a great interest in software engineering and building clean, efficient systems.
Français
Bilingue ou natif
Anglais
Bilingue ou natif
Allemand
Notions
En télétravail uniquement
Travaille majoritairement à distance
Expériences
- FreshapeAlgorithm Engineeraoût 2025 - Aujourd'hui (10 mois)Lausanne, Switzerland• Worked on an image enhancement pipeline for embedded cameras outputs from miniature systems.• Developed a multimodal digital tutor prototype leveraging LLMs to assist children with homework, merging voice interaction and paper capture for personalized learning.
- FreshapeAlgorithm Engineer Internfévrier 2025 - juillet 2025 (5 mois)Lausanne, Suisse• Designed and delivered an image-to-vector solution turning hand-drawn sketches into professional-quality visuals, enabling users to accelerate their workflow by converting complex ideas into clear, polished illustrations.• Implemented GPT-Image-1 integration via the OpenAI API to power state-of-the-art image-based sketch enhancement.• Implemented a robust CI/CD pipeline using GitLab and Docker, for reliable, scalable, automated software deployment.• Engineered a custom image vectorization algorithm with fine-tuned OCR on user data and advanced color clustering, streamlining content editing and improving accessibility for end users.
- École de Technologie SupérieureMachine Learning Research Internseptembre 2023 - février 2024 (5 mois)Montreal, QC, Canada• Designed a cutting-edge methodology for optimizing airport ground movements through Multi-Agent ReinforcementLearning, achieving a 5% reduction in airport taxiing emissions, utilizing PPO with custom PyTorch models (TreeLSTM).• Built a scalable MARL environment for optimizing speed and trajectories in real-world airport scenarios simulation.
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Formations
- Master of Science - Computer ScienceUniversité de Technologie de Belfort-Montbéliard2025Relevant coursework: Machine Learning, Deep Graph Learning, Data Science, Big Data & BI, Google Cloud Platform.
- Master's Degree exchangePolitecnico di Milano2025Coursework: Deep Learning, Game Theory, Quantitative Finance