After starting my journey in mechanical engineering, my fascination with artificial intelligence led me to pursue a Master's in Robotics & AI at EPFL. There, I delved into the world of healthcare with a project that involved using wearable technology and deep learning to detect eye-rubbing, aiming to prevent eye diseases.
I am currently a visiting researcher at Harvard Medical School, working on multimodal LLMs (Large Language Models) to personalize health tasks. The challenge of integrating diverse data for better health outcomes is what drives my research. I'm dedicated to pushing the boundaries of technology in healthcare, aiming to create solutions and products that make a real difference.
I also like to contribute to open-source projects. I'm working on making it easier for developers to deploy ComfyUI on any GPU cloud provider. ComfyUI is an open-source backend designed to run image and video generation workflows using Stable Diffusion.
When I'm not coding, I enjoy doing sports like soccer, climbing, and hiking, as well as playing piano, chess, or poker.
Boston, 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