Freelancer profile translated to English.
Back to original languageAbout Corentin
**Full-Stack Developer**, I am passionate about creating useful and concrete products.
I've been coding since I was 14, and what has always motivated me, much more than the technology itself, is bringing tools to life that people actually use, that simplify their daily lives, and that meet a clear need.
Before dedicating myself to web development, I worked as aLead Data Scientist and Data Engineeron numerous projects. This experience taught me to think in terms ofbusiness logic**, **data quality**, and robustness, which today allows me to be particularly effective on products where **web, data, and AIintersect.
I will assist you **from conception to production**, especially if your project involves:
- AI / LLM integrations,
- connections to complex databases,
- SEO, content, multi-country features,
- testing, performance, or monitoring needs.
Trained at **Theodo**, I prioritize **value**, **pragmatism**, **continuous improvement**, and **rapid delivery**.
If you have a product to accelerate, a complex feature to develop, or an AI integration to implement, **let's discuss it**.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 10km)
Experience
- Theodo HealthTech (Sanofi)Full-Stack DeveloperMEDICALJanuary 2025 - Today (1 year and 5 months)Paris, FranceI am involved in the design and delivery ofweb platformsandAI toolsfor Sanofi's marketing and medical teams.On an internal project, I developed a platform allowing teams to **measure the performance of their content**, **generate SEO articles using LLMs**, and **publish in one click to Magnolia CMS**.Specifically, I:
- integrated anSEO evaluation toolwith automated optimization workflows,
- designed and deployed aStorybook component playbookto facilitate use by non-technical teams,
- worked in an environment tooled for quality and reliability:LaunchDarklyfor feature flags,Cypressfor E2E tests,Datadogfor observability,SonarQubefor code quality.
I also delivered a website for healthcare professionals, adapted into 20+ country versions with custom SSO, in just three months.**Tech**: Next.js, React, GenAI/LLM, ShadCN, SurferSEO, Magnolia, DynamoDB, Amplify, LaunchDarkly, Datadog, Cypress, SonarQube - Theodo Data & AILead Data Scientist & Lead Data EngineerDIGITAL AND ITJune 2024 - January 2025 (7 months)Paris, FranceAs **Tech Lead**, I carried out two projects combining AI, computer vision, and data engineering, directly contributing to development and technical direction.Computer Vision POC for Automatic Inventory (Martin Brower)
- Development of acomplete workflowcombining image segmentation, depth estimation, and OCR
- Over80% accuracy achievedin 8 weeks
High-Volume Data Platform for Social Media Content- Construction in9 weeksof a complete pipeline, from ingestion to business delivery
- Processing over1,000,000+ posts/day(Facebook, YouTube, Snapchat)
Tech:GroundedSAM, Depth Anything v2, OCR, DVC, Gradio, Airbyte, BigQuery, Dataform, Cloud SQL, Metabase, Forest Admin - Theodo Data & AIData Scientist & Data EngineerDIGITAL AND ITMay 2022 - June 2024 (2 years and 1 month)Paris, FranceI deliveredML modelsanddata pipelinesin production for clients in the media, industry, retail, and e-commerce sectors, working on topics combining recommendation, forecasting, data integration, and cloud workflows.My main projects:*TF1(8 months): migration of the recommendation engine to a "program" level for thelaunch of TF1+**, generating over **1M recommendations/day(Databricks, Azure, Snowflake)*Botify(6 weeks): development of a customAirbyte connectorto synchronize SEO data*Engie(3 months): creation ofDatabricks pipelinesfor analyzing building sensor data*Neoday(7 months): sales forecasting models with LightGBM and Streamlit dashboards*Akeneo(2 weeks): product synchronization pipeline viaDataflowand Cloud Run, with Pub/Sub orchestration*Disneyland Paris(1 month): data quality POC withElementarywithin a dbt workflowTech:Airbyte, Databricks, PySpark, LightGBM, Azure, Snowflake, Dataflow, Cloud Run, Pub/Sub, Streamlit
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Education
- Master's Degree in EngineeringCentraleSupélec2022Spécialité Data Science (Dominante Science des Données et de l'Information)
- Post-Graduate Exchange, Computer ScienceUniversity of Melbourne20206 mois d'échanges, avec un focus sur 4 cours d'informatique : - Artificial Intelligence - Machine Learning - Distributed Systems - Declarative Programming Grade: H1 - First Class Honours (GPA: 4/4)