François S.

Data Scientist - BCG X

Sectorial Data Strategy entity.

Missions carried out in the health sector, with various French public organizations:

- Collaboration with Institut Curie on the "Life Quality Index" mission, aimed at helping doctors assess the quality of life and treatment burden for cancer patients.

- Assistance to APHP and the Traumabase observatory on 2 applied research projects: prediction of hemorrhagic shock occurrence in patients arriving at the emergency room based on pre-hospital data, prediction and optimization of patient triage in different care units based on the severity of their condition.

Technical skills developed: anomaly detection using auto-encoders, deployment of machine and deep learning models, creation of a React application.

3-month internship in the strategy team of Preligens, a Parisian scale-up specializing in artificial intelligence-based satellite image analysis for defense.

My responsibilities included:

- Competitive market analysis and mapping of the AI industry.

- Screening of new business lines.

- Assistance to project managers in the design of new products or features.

This internship allowed me to discover the challenges of rapidly growing startups, enhance my business strategy skills, and gain a good understanding of the artificial intelligence market.