Freelancer profile translated to English.
Back to original languageAbout Maxime
Working in the data field for over 5 years, I've had the opportunity to work in various areas to support companies in implementing their initiatives.
I can be involved in the entire value chain:
1) Bridging business and performing analyses to assess the interest and ROI of an initiative.
2) Setting up a data infrastructure.
- Pipelines to retrieve data (Scraping, web analytics, ETL).
- Creation of data lakes to store all data and make it accessible to all teams.
- Creation of data viz and dashboards to present data to teams.
3) Developing and deploying algorithms
- Setting up monitoring to evaluate algorithm performance in real-time.
- Algorithm development (recommendation, fraud, pricing, churn, image recognition, NLP).
- Deployment and integration into the client's technical stack.
Feel free to contact me!
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- Chronotruck (Acquired by GEFCO)Chief Data & ResearchTRANSPORTATIONMarch 2018 - March 2020 (2 years)Paris, France1) Implementation of the data stack and various data processing pipelines (Dataiku + Metabase + S3 + Postgres).2) Development and deployment of algorithms:- Dynamic pricing- Recommendation- Resource optimization3) Research work in optimization and operational research.4) Data analysis for the entire company:- Churn- Customer segmentation- Operational performance
- Seelk (Acquired by Webedia)Data Scientist - Python DeveloperE-COMMERCEMarch 2017 - March 2018 (1 year)Paris, France1) Creation of data pipelines (Scraping + ETL + orchestration + supervision), tools used (Scrapy, Django, Airflow, Datadog, Metabase).2) Machine Learning projects:- Automatic categorization of e-commerce products using deep learning- Ranking algorithm- Stock prediction algorithm- Automatic bidding algorithm
- DataikuData ScientistTECHJuly 2015 - March 2017 (1 year and 8 months)Paris, FranceDevelopment of large-scale data projects:- Recommendation engines- Fraud detection- Sales forecasting- Predictive maintenance
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Education
- EngineerEcole Nationale des Ponts et Chaussées2016Diplôme d'ingénieur en Mathématiques et Informatique.
- MVAENS Cachan2016Master de recherche spécialisé en machine learning.