Developed risk management software using Python, R, and Java while integrating ML best practices. Implemented cloud REST APIs and GraphQL APIs on Azure to support model evaluation and real-time scoring. Designed and executed unit, integration, and automation tests for production-grade systems. Collaborated in an agile interdisciplinary team, serving as a GenAI expert for UBS. Conducted performance and monitoring analysis using key metrics to drive continuous improvements. Contributed to new product initiatives by leveraging insights in ML and generative AI.

Visiting Researcher at Massachusetts Institute of Technology

December 1, 2023 - September 29, 2025

Participated in advanced research programs related to generative AI and computational chemistry, contributing to cross-disciplinary projects and software tooling for ML experiments.

Sales Manager at Voggt

March 31, 2023 - September 29, 2025

Expanded the French market by achieving a 150% KPI growth and consistently meeting commercial targets. Developed a predictive auto-insurance script that leveraged data-driven insights to forecast market movements and support financial product offerings.

Project Manager at Junior Entreprise EPFL

August 31, 2022 - September 29, 2025

Led teams of up to 4 engineers to deliver projects on time and within budget, ensuring alignment with client specifications. Optimized allocation of financial and human resources based on in-depth stakeholder analysis, managing projects totaling over 4 million in budget. Directed multiple projects across diverse technical domains and maintained cross-functional collaboration.

Product Manager at Solutions & Funds

August 31, 2022 - September 29, 2025

Designed, developed, and maintained automation tools to streamline manual processes while incorporating ML/GenAI best practices. Analyzed business process flows in partnership with operational project management to enhance digital strategies. Introduced new technologies within the Operations department and managed databases to support model deployment. Contributed to the company’s digitalization strategy as Head of the Innovation Committee, advising on technical integrations.

Machine Learning Researcher at IBM Research Europe

February 28, 2022 - September 29, 2025

Standardized chemical compounds through the application of language models and ML/DS concepts. Developed a transformer-based model for translational tasks achieving 98% accuracy and 80.12% transferability, demonstrating expertise in model training and evaluation. Scraped, cleaned, and automatically labeled databases to support efficient model training and feature generation. Applied natural language processing techniques to chemistry, utilizing machine learning frameworks such as PyTorch and TensorFlow.