I started out studying mechanical engineering at EPFL, but then I got really into AI. So, I went for a Master in Robotics and AI. I worked on a cool project using an Apple Watch and deep learning to spot when people rub their eyes. It might sound weird, but it's actually to help prevent eye diseases.
Now, I'm doing research at Harvard Medical School. I'm working on multimodal LLMs (Large Language Models) to personalize health tasks. I want to create tech that can really help people's health.
I also like to work on open-source projects in my free time. Example of contributions include OpenDevin, a platform for autonomous software engineers powered by LLMs, and ComfyUI, an open-source backend designed to run image and video generation workflows using Stable Diffusion.
When I'm not working on all this tech stuff, I like to play sports. Soccer, climbing, and hiking are my favorites. I also enjoy playing piano, chess, or poker when I want to relax.
New York, USA (freelance remote)
Developing an AI platform for image generation using Stable Diffusion. Tech stack: Next.js (Frontend), ComfyUI + FastAPI (Backend), AWS EC2 (GPUs), AWS S3 (Object storage).
Jun 2024 - presentBoston, USA
Working on Multimodal LLMs for Healthcare individual-specific data, supervised by Prof. Chirag Patel
Mar 2024 - presentGeneva, Switzerland
Developed a general framework to predict failures in ETRM systems from textual logs and performance metrics produced by the servers. Implemented unsupervised log parsing methods. Built data pipelines to automate the data extraction from Prometheus to AWS S3. Built a Dash app/api to visualize/retrieve the history of EOD workflows.
Aug 2023 - Jan 2024Lausanne, Switzerland
Developed a monitoring application on Apple Watch to prevent eye-rubbing using Deep Neural Networks. Collaborated with doctors from Hôpital Fondation Adolphe de Rothschild Paris. Presented the project at the SAFIR congress in May 2023. Project supervised by Prof. Alexandre Alahi and Dr. Sina Elahi.
Sep 2022 - Nov 2023Lausanne, Switzerland
Teaching during exercise sessions for Calculus I (3x), Calculus B, Programming for engineers, Mechanical systems, Mechanical construction I (2x), Mechanical construction II
Sep 2021 - Jan 2023Boston, USA
Biomedical Informatics, Machine Learning for Multimodal Healthcare Data
2024 - presentLausanne, Switzerland
Artificial intelligence, Applied data analysis, Machine learning, Deep learning, Database systems, Computer Vision, Image processing, Pattern recognition, Autonomous Vehicles, Model predictive control, Mobile robotics
2021 - presentCopenhagen, Denmark
Fluid mechanics, Quantum mechanics, Satellite geodesy, Electrical machines, Materials, Structures, Controls
2020 - 2021Lausanne, Switzerland
Calculus, Linear algebra, Mechanics, Thermodynamics, Electromagnetism, Dynamical systems, Programming
2018 - 2021