Freelancer profile translated to English.
Back to original languageAbout Jean-Philippe
For over 4 years, I have been working in the field of data science. My passion for this field has led me to various areas such as banking-insurance, the energy industry, healthcare, and a statistics institute.
During these varied experiences, I have had the opportunity to work on business problems and diverse data. With an open mind, I am looking for new challenges.
Understanding your expectations, helping you formalize them, and supporting you until the deployment of a solution that suits you is my priority.
It is with pleasure that I intend to bring you all my know-how. Do not hesitate to contact me to tell me more about your project and your expectations.
Some projects completed:
- construction of a price comparator
- Estimation of customer value (CLV) and segmentation of the customer portfolio
- Breakdown prediction
- Time series forecasting
- Text data classification (NLP)
...
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- OpenClassrooms & CentraleSupélecData ScientistRESEARCHMay 2021 - March 2022 (11 months)• Academy Project – EdTech: Conduct exploratory analysis to build an international expansion strategy for the company.Education, Data Mining, Factor Analysis, Dataviz, Business model• OLIST Project – E-Commerce: Enhance customer knowledge for CRM purposes; perform segmentation and cohort analysis.Marketing, Demographics, Exploratory Analysis, Clustering, Dataviz• Marketplace Project – Marketplace, E-Commerce: Study the feasibility of an automatic sales item classification engine.Computer Vision, NLP, Deep learning, Transfer learning, word/sentence embedding• Home credit Project – Finance: Develop a scoring model to limit payment defaults.XGboost, API, Machine Learning, Dashboard, Heroku, Unit tests• Fruits! Project – Agritech: Develop an image pre-processing pipeline in a Big Data environment.Big Data, Cloud, Computer Vision, PCA, Features extraction, Deep learning
- Développeur python – web scraperrdv-en-prefecture.frTELECOMMUNICATIONSJanuary 2020 - June 2020 (6 months)• Develop web scraping scripts in Python,• Test and maintain code (TDD, Pytest),• Study the market and analyze traffic (web analytics, A/B testing)
- CNAMStatisticianPUBLIC SECTORMay 2017 - October 2017 (5 months)• Extract and analyze pharmaceutical data,• Model and forecast time series (econometrics),• Report on pharmaceutical expenses,• Study the market and analyze pharmaceutical competition,• Conduct market, legal, and regulatory watch
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Education
- Data ScienceOpenClassrooms & CentraleSupélec2022Titre RNCP 7, Bac+5
- Statistician EngineerENSEA2015BAC+5