Western & Overseas France

⊛ Supporting healthcare institutions in the analysis and interpretation of complex multimodal data thanks to a decentralised AI-driven platform (SOPHiA DDM).⊛ Expanding SOPHiA GENETICS network to build a collective intelligence in precision oncology globally.⊛ Territory : Europe, Middle East, Africa

⊛ Master Thesis⊛ Worked on the feasibility and clinical utility of using consumer-grade wearables to routinely assess sleep and physical activity in a pediatric population affected by pain. ⊛ Lab: Digital Assessment Research and Treatment⊛ Supervision of Prof. Kossowsky (Harvard University & Boston Children's Hospital) and Prof. Guiducci (EPFL). ⊛ Grade: 5.75/6The main objectives of the lab are to improve the mental and physical well-being of children and adolescents suffering from chronic pain and mental health by developing innovative methodologies and applications.

⊛ Member of Data Engineering / BioIT Team ⊛ Responsible for developing an API (in SQL) to interface the somatic pipelines and the PostgreSQL BigData warehouse.⊛ API successfully deployed in production and used by our company's internal clients to access and analyze large somatic data on a daily basis.⊛ Tech stack : data science (R, Python, pySpark) and database systems (SQL, PostgreSQL, noSQL)⊛ Worked in coordination with backend and frontend stakeholders, test-driven development⊛ Worked in cloud with high-performance computing environments (Databricks, Apache Spark)SOPHiA GENETICS offers a cloud-based Software-as-a-Service platform that enables healthcare institutions to get quick, robust insights from their data. Its mission is to build the future of AI-assisted medicine by integrating multimodal healthcare-omics data, unlocking the existing data silos, and developing machine learning models to produce actionable insights that could eventually support healthcare professionals to improve patient outcomes.

Tutoring students during exercise sessions and performing exam/project corrections for the following courses:⊛ Probabilities and Statistics, Prof Goldstein ⊛ General Physics, Prof. Bréchet⊛ Electromagnetism, Prof. Bréchet

Project: Automated glenoid bone quality measurement from CT scans: effect of the thickness of the volumes of interest (VOIs)

Internship with Dr Marie Pierron in the Cell and Developmental Biology Gönczy Lab.⊛ Assisted the post-doctoral researcher in her research and acquired basic wet lab skills.⊛ Techniques learnt : PCR, Western Blot, gel electrophoresis, pipetting, microscope usage, protocol writinghttps://www.epfl.ch/labs/gonczy-lab/