Expériences

Fullstack Software Engineer

FREELANCEREPUBLIK • Nice, Provence-Alpes-Côte d'Azur, France
Jan 2023 — Present
3 ans
- Development and refactoring of internal recruitment back office with Cypress E2E tests - Development of a synchronization module between internal back office <> CRM - Development of a synchronization module between internal back office <> Contract management tool - Design and development of Deno 2 microservices with load management via BullMQ worker - Design and development of recruitment assistance Postings <> Candidates via AI - Development of in-house CV parsing by AI - Co-creation of an AI candidate matching SaaS Technologies: Node, Vue, GraphQL, Typescript, BullMQ, Redis, LLM, Deno, Vector search, n8n, Cypress, Jest, Hubspot, Gemini, OpenAI, MongoDB, Supabase, Postgres, Nuxt3

Frontend Developer Freelance - 30 days

Huvy • Paris, Île-de-France, France
Sep 2022 — Jan 2023
4 mois
MVP of the application from a mockup. (Authentication, portal, photo upload, melanoma detection API, patient dashboard). Technologies: Next.js, React, React-Query, Tailwind, Django

Machine Learning Engineer

Ornikar • Paris, Île-de-France, France
May 2020 — Jan 2023
2 ans et 8 mois
- Student knowledge modeling via Knowledge Tracing and recommendations for personalized learning - Publication of an article on the first Machine Learning project at Ornikar - Modeling the insurance risk of driving school students - Analytical Engineering: consolidation of the dbt stack, addition of documentation, unit tests and data quality - Predictive algorithm for the probability of success in the theory test (+150k views / month) - Lead Scoring algorithm - Automation of inference pipelines via Airflow DAG - Optical Character Recognition (OCR) for administrative documents - Deployment of Cloud Run on Google Cloud Platform via Terraform Technologies: dbt, SQL, DVC, Python, Airflow, Docker, LightGBM, Scikit-learn, Bigquery, GCP, Terraform

Data Scientist

Mention • Paris, France
Aug 2018 — Apr 2020
1 an et 8 mois
- Sentiment analysis from pre-trained neural networks (+ 1000 requests/s) - Keyword extraction, Named Entity Recognition - Information stream clustering - Text graph creation - Real-time anomaly detection - Suggestion of the best time to publish - Instagram trend report - Logo detection in images - Knowledge graph Technologies: Python, NLP, spaCy, Scikit-learn, Pytorch, Keras, Tensorflow, Docker, BigQuery, gRPC

Data Scientist Intern

Mention • Paris, France
Feb 2018 — Aug 2018
6 mois
Work with Twitter, Facebook and Instagram APIs. Completed projects: Automatic interest assignment, publication time suggestion, highlighting relevant mentions, improving web page parsing.

Computer Science Intern

efluid SAS • Metz Region, France
Jun 2017 — Aug 2017
2 mois
Implementation of a document indexing tool for the development team (ADOC format) with search engine (lunr.js) with indexing performed via NodeJs. Implementation of a tool to convert ADOC documents to Html presentation. Automation via Maven

Computer Science Intern

efluid SAS • Metz Region, France
Jun 2016 — Aug 2016
2 mois
Development of automated integration tests in Java for TP processes with JUnit.

Bénévolat

Organization and Tech Pole @ Data for Good• Aug 2021 - Present

Association with +7500 members with a season of a dozen projects per year. - Technical pole member: Definition of technical standards, project support, contribution to hosting a sovereign and Open Source stack via our Ansible infrastructure. - Community pole member: Animating the volunteer community and developing the Nice branch - Off-season and Season 10: BechdelAI creating tools and studies to raise awareness of gender equality and inequality issues in cinema

Projets

DataForGood website• Jan 2025 - Present: Co-developer of the total site refactoring in NextJS connected to a CMS (Strapi) hosted on our infrastructure via Ansible

Rent Control• Sep 2019 - Present: Co-creator of a browser extension analyzing real estate listings to indicate whether the rent complies with rent control regulations. Work in collaboration with several French municipalities and data provider to the Foundation for Housing the Disadvantaged for its annual barometer.

Allobobo• Jul 2025 - Jul 2025: RAG chatbot for health questions based only on reliable sources (HAS) vectorized in Qdrant. Web interface in React / Hono and Mistral via Vercel AI SDK.

Brevity• Apr 2025 - May 2025: News aggregation application with auto transcription and auto summary to limit overconsumption of content in NuxtJS and Vercel AI SDK.

Myditate• Jan 2025 - Mar 2025: AI-generated meditation application, with Text To Speech in NuxtJS and Vercel AI SDK.

DishNow• Jan 2024 - Oct 2024: Recipe saving social network powered by AI and news feed with dish sharing, likes, and comments. Pocketbase, and several rewrites in NuxtJS, HTMX and Astro, React/Hono.

Molkky• Apr 2020 - Apr 2020: React PWA for tracking a Molkky game with history of last throws and cancellation of incorrect entries.

Velibetter• Jan 2020 - Apr 2020: Angular PWA alternative to the official Velib app that allows you to check the number of bikes and available spaces at the nearest Velib stations using time series. Uses accelerometer for guidance.