A
Alf-BIOGEN MA INC
02.03.2022
We are so happy that we ended up hiring Adrien.
Compétences
Compétences clés
Autres compétences (13)
Adrien en quelques mots
Information processing master’s engineering graduate. I got three years of experience in machine learning and data science working with state of the art techniques. Highly motivated by modeling and forecasting challenging real-world problems from computer vision to time series analysis. I'm a productive person eager to deliver quality content.
Expériences
- Biogen Digital HealthData scientistINDUSTRIE PHARMACEUTIQUEdécembre 2020 - Aujourd'hui (4 ans et 5 mois)My main mission is to advance precision and personalized medicine through the development and validation of transformative digital measures and algorithms using biometric monitoring technologies (BioMeTs) for people living with Multiple sclerosis, Neuromuscular diseases (Parkison's disease, ALS, SMA) and Alzheimer’s disease.Develop and implement end-to-end signal processing pipelines, engineer features, and disease models for potential biomarkers/endpoints from sensor-based BioMeT data, including clinical studies using smartphone-based digital outcome assessment of cognitive and motor functions.Perform technical, analytical, and clinical validation analyses.Investigate BDH Solutions’ design and development of novel sensor-based solutions
- Mila - Quebec Artificial Intelligence InstituteMachine learning / Artificial intelligence Research engineerENVIRONNEMENTmai 2019 - juin 2020 (1 an et 1 mois)Montreal, Canada AreaRaised awareness of climate change by developing an educational tool to visualize extreme climate events. Supervised by Turing laureate : prof. Yoshua BengioImplementation and extension of state of the art Generative adversarial networks and domain adaptation techniques.Deployment of complex models for real life problemsResearch paper accepted at ICLR 2020 Workshop
- ThalesComputer vision / Machine learning researcherDÉFENSE & ARMÉEseptembre 2018 - mai 2019 (8 mois)Brest, FranceReview and re-implementation of state of the art deep learning techniques for few shot classificationTransfer learning, Self-supervised learning, Meta-learning , Few shot learningFocus on interpretability, robustness and complexity of the modelsWriting of technical reports
5 missions Malt
Recommandations externes
Formations
- IMT AtlantiqueEngineer's degree2018Signal processing, Computer science, Telecommunication
- Engineer's degree - Applied mathematicsUniversidad Técnica Federico Santa María2017Machine learning , data science, AI