Available to hire
I am a machine learning and robotics engineer based in Geneva. With a passion for developing innovative solutions, I have worked on various projects from neuropsychological assessments to legal decision summarization. I enjoy tackling complex problems and applying my knowledge to create impactful applications.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Language
French
Fluent
English
Advanced
German
Intermediate
Work Experience
Freelance NLP Engineer at Freelance
July 1, 2025 - October 7, 2025Built an end-to-end pipeline to parse, summarize, and index Swiss legal decisions from multiple courts. Created a Python scraper to collect rulings, used GPT-4 with a strict JSON schema for structured summaries, and implemented a vector database with Chroma and HuggingFace embeddings for semantic and hybrid search.
Freelance - Legal Text Processing with GPT-4 & Vector Search at Freelance
July 1, 2025 - October 7, 2025Built an end-to-end pipeline to parse, summarize, and index Swiss legal decisions from multiple courts. Created a Python scraper to collect rulings, used GPT-4 with a strict JSON schema for structured summaries, and implemented a vector database with Chroma and HuggingFace embeddings for semantic and hybrid search.
Machine Learning Engineer at SynApp
June 1, 2025 - PresentDeveloped a full-stack web application for automated neuropsychological assessments with real-time audio transcription and psychometric data visualization.
Freelance ML Engineer / Full-Stack Developer at Freelance
June 1, 2025 - PresentDeveloped a full-stack web app for automated neuropsychological assessments, using GPT models for clinical report generation and real-time psychometric data visualization to support faster, more informed diagnoses.
Full-stack Software Engineer at Freelance
June 1, 2025 - PresentDeveloped a full-stack web app for automated neuropsychological assessments, using GPT models for clinical report generation and real-time psychometric data visualization to support faster, more informed diagnoses.
Application development at Ethenoz & Cie, Geneva
May 31, 2025 - July 28, 2025Created a React Native application for tracking plant watering schedules. The app integrates a map for plant locations, a calendar for reminders, and a Firebase-backed database for storing user data, ensuring real-time synchronization.
Machine Learning Engineer at Freelance
May 1, 2025 - July 1, 2025Built an end-to-end RAG pipeline to parse and summarize Swiss legal decisions, integrating GPT-4o via OpenAI API.
Software Developer at Ethenoz & Cie
May 1, 2025 - October 7, 2025Created a React Native application for tracking plant watering schedules, integrating a map for plant locations, a calendar for reminders, and a Firebase-backed database for real-time data synchronization.
Application Developer at Ethenoz & Cie
May 1, 2025 - October 7, 2025Created a React Native application for tracking plant watering schedules. The app integrates a map for plant locations, a calendar for reminders, and a Firebase-backed database for storing user data, ensuring real-time synchronization.
Mobile Application Developer at Ethenoz & Cie
September 1, 2024 - May 1, 2025Created a React Native app to track plant watering schedules with real-time data synchronization.
Freelance Reinforcement Learning Developer at Freelance, Asia
September 1, 2024 - PresentDeveloped a reinforcement learning-based trading algorithm for cryptocurrency markets using TensorFlow and Stable-Baselines3. Integrated financial data and technical indicators to optimize agent performance through simulated market backtesting.
Freelance Developer at Freelance, Geneva
May 1, 2024 - PresentBuilt an end-to-end pipeline to parse, summarize, and index Swiss legal decisions from multiple courts. Created a Python scraper to collect rulings, used GPT-4 with a strict JSON schema for structured summaries, and implemented a vector database with Chroma and HuggingFace embeddings for semantic and hybrid search.
Master’s Thesis Researcher - AI-driven automated excavation at Gravis Robotics, Zurich
April 30, 2024 - July 28, 2025Developed a scalable excavation control policy using reinforcement learning and Gym framework. Integrated CI/CD pipelines for continuous testing and deployment across multiple excavator models.
Master's Thesis Researcher / Robotics Engineer at Gravis Robotics
April 1, 2024 - October 7, 2025Developed a generalized excavation control policy using Reinforcement Learning, integrating CI/CD for streamlined development and testing.
Master's Thesis – AI-driven automated excavation at Gravis Robotics
April 1, 2024 - October 7, 2025Developed a generalized excavation control policy using Reinforcement Learning, integrating CI/CD for streamlined development and testing. Implemented the solution in Python with the Gym framework, ensuring scalability across multiple excavator models.
Reinforcement Learning Researcher at Gravis
October 1, 2023 - April 1, 2024Developed a generalized excavation control policy using reinforcement learning and implemented CI/CD pipelines.
Internship - Computer vision project manager at Rolex, Geneva
August 31, 2023 - July 28, 2025Managed and developed deep learning and image processing solutions analyzing precision watch components. Full project management including planning, implementation, and internal presentations. Details under NDA.
Intern - Computer Vision Project Manager at Rolex
August 1, 2023 - October 7, 2025Developed deep learning and image processing solutions for the analysis of precision watch components; managed project planning and implementation with presentations at internal meetings.
Intern - Computer Vision Project Manager at Rolex
August 1, 2023 - October 7, 2025Developed deep learning and image processing solutions for the analysis of precision watch components. Complete project management, from planning to implementation, with presentations at internal meetings.
Researcher - Computer vision project in agricultural environments at Unity3D & V4RL, Zurich
March 31, 2023 - July 28, 2025Implemented neural networks to convert ground-level orchard images to aerial views. Contributed to research published at the ICRA Conference.
Computer Vision Research Engineer at Unity3D & V4RL
March 1, 2023 - October 7, 2025Implemented neural networks to convert ground-level orchard images into aerial views; authored a research paper on UAV simulations for ICRA 2023.
Computer Vision Project - Agricultural Environments at Unity3D & V4RL
March 1, 2023 - October 7, 2025Implemented several neural networks to convert ground-level images of orchards into aerial views. Authored a research paper: https://imrclab.github.io/workshop-uav-sims-icra2023/papers/RS4UAVs_paper_9.pdf
Computer Vision Engineer Intern at Rolex
February 1, 2023 - August 1, 2023Developed deep learning and image processing solutions for precision watch component analysis.
Computer Vision Research Assistant at Unity3D & V4RL
October 1, 2022 - March 1, 2023Implemented neural networks to convert orchard images into aerial views and authored a research paper presented at ICRA 2023.
Education
Master’s degree at ETH Zurich
September 1, 2021 - July 31, 2024Bachelor’s degree at EPFL
September 1, 2017 - July 31, 2021Master’s degree in Robotics/ Mechanical Engineering at ETH Zürich
September 1, 2021 - July 1, 2024Bachelor’s degree in Microengineering at EPFL
September 1, 2017 - July 1, 2021Master of Science in Robotics / Mechanical Engineering at ETH Zurich (ETHZ)
September 1, 2021 - July 1, 2024Bachelor of Science in Microengineering at EPFL
September 1, 2017 - July 1, 2021Master of Science in Robotics at ETH Zurich
September 1, 2021 - July 1, 2024Bachelor of Science in Microengineering at EPFL
September 1, 2017 - July 1, 2021Qualifications
Industry Experience
Computers & Electronics, Financial Services, Manufacturing, Real Estate & Construction, Agriculture & Mining, Software & Internet, Transportation & Logistics, Education, Professional Services, Other, Healthcare
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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