Experience

Working on Something New

• Technology, Information and Internet
• 1 - 100 Employee

• Co-Founder

  • Oct 2022 - Present



BNP Paribas

• France
• Banking
• 700 & Above Employee

• Data Scientist

  • Sep 2020 - Sep 2022



Corpy&Co.

• Japan
• IT Services and IT Consulting
• 1 - 100 Employee

• AI Researcher

  • Jan 2019 - May 2020

  In charge of a research project on road obstacle detection, in collaboration with a major automotive group. -Research, conception and implementation of anomaly detection methods based on image reconstruction. -Integration of additional features (depth, saliency, edges, superpixels). -Evalutation and adaption of YOLOv3 architecture for obstacle detection (supervised learning). -Creation of an augmented dataset of road obstacles by pasting and blending: 20% improvement in AP. -Explaination of results by activation heat maps and ablation studies on the architecture. Show less



Imperial College London

• Research Services
• 700 & Above Employee

• Individual Project (Msc Thesis)

  • Apr 2018 - Sep 2018

  Working on Privacy-Preserving Machine Learning using Homomorphic Encryption. -implement secure statistical functions over encrypted data -implement a Privacy-Preserving KNN algorithm Working on Privacy-Preserving Machine Learning using Homomorphic Encryption. -implement secure statistical functions over encrypted data -implement a Privacy-Preserving KNN algorithm



Datakeen

• France
• Software Development
• 1 - 100 Employee

• Data Science Intern

  • Apr 2017 - Aug 2017

  -Banking transaction analysis (Python, pandas, sklearn) : data preprocessing (clean, remove outliers, create quantitative features from exogenous data, normalize), clustering. Identification of 3 client clusters. -Development of modules for data crawling (SQL, NoSQL, Trello, Slack), data exploration (PCA, clustering, regression) and vizualisation (pivot table, correlation matrix, graph). -Fleet management : analysis of driving data of a major vehicle rental firm. Identification of driving behaviours that lead to accidents. -Creation of a job offer/CV matcher: pdf parsing, named entity recognition, embedding of CV and offers, matching by cosine similarity. Show less



School Phenomenon

• Espace Numa, 39 rue du Caire, Paris 2e

• Internship - Content Manager

  • Jun 2016 - Jul 2016

  School Phenomenon is a startup founded in 2013 that sells cloths for students' associations. My tasks : -conduct a market study (Market Segmentation, End User, Life Cycle, LTV, COCA, Pricing, MVBP) -list and test all the hypotheses made in the study. -build a new online shop using Wordpress as a CMS School Phenomenon is a startup founded in 2013 that sells cloths for students' associations. My tasks : -conduct a market study (Market Segmentation, End User, Life Cycle, LTV, COCA, Pricing, MVBP) -list and test all the hypotheses made in the study. -build a new online shop using Wordpress as a CMS