Rémi Martin Email and Phone Number

• Developed and implemented an innovative workout generation system using a fine-tuned large language model (LLM) that curates custom CrossFit workouts for individual athletes, resulting in personalized experiences and closely resembling workouts programmed by human trainers.• Collected and curated a comprehensive dataset of CrossFit workouts, identifying key movements and desired stimuli, to feed the LLM training process.• Designed and programmed a user-friendly web interface with augmented reality features, integrating virtual camera capabilities to display workout descriptions and timings in real-time, enhancing user engagement.• Analyzed user-generated workout data to derive valuable statistics and metrics, enabling tailored workouts based on gym members’ current fitness levels, and increasing perceived client value.

Worked closely with the Machine Learning team to design an automatic furniture classification model. Provided advice on best machine learning practices.

Worked on machine learning solutions for the guidance of percutaneous cardiac interventions. - Designed an innovative method for the calibration of the uncertainty yielded by machine learning models. - Proposed a novel way to perform the 3D reconstruction of coronary arteries using a single image acquired using X-ray angiography. - Generated new X-ray angiography images of medically-realistic coronary arteries that were both fully-customizable and representing rare medical cases.

Teaching assistant for the Video Game development and Object Oriented Programming classes in ÉTS.

YPC Technologies is company focused on creating robots that can cook at a restaurant quality.I joined the company as a consultant and worked on the 3D mapping of the cooking environment and on the detection of ingredients surrounding a robotic arm.

As a software developer intern, my objective was the development of a real-time augmented reality tool designed to assist pool players by predicting the trajectory of their balls. In team of two, we used a Kinect to detect the balls and cues, and a projector to display on top of the pool table.

Ziwit a company focused on web security and more specifically web vulnerabilities.I participated in the development of a framework for the automatic testing of website vulnerabilities. Additionally, my tasks included the development of a safe test environment for the web vulnerability scanner.

Development of a physical game platform. Used motion sensors to provide a general platform capable of supporting physical games, designed for kids, for research purposes.