My Projects

Discover a selection of personal and professional projects I’ve worked on. Each one reflects my passion for technology, innovation, and knowledge sharing.

DJ

Data Jobs RP

Power BI report analyzing the French data job market: salaries, regions, contract types, experience levels, remote work and the most requested skills across hundreds of job postings.

Context

Turn raw job posting data into a clear read of the French data job market, so candidates and recruiters can benchmark salaries, skills and hiring timelines.

Stack
Power BIDAXPower QueryMicrosoft Fabric
Result

Interactive Power BI report published online through a Next.js wrapper, covering salary distribution, regional breakdown, skill rankings and time-to-fill indicators.

CP

Churn Prediction

Interactive Streamlit application predicting customer churn probability using machine learning, with visual analytics to identify at-risk customers.

Context

Help businesses proactively detect customers likely to churn and take targeted retention actions before losing them.

Stack
Pythonscikit-learnXGBoostStreamlitpandas
Result

Live Streamlit app with an XGBoost model delivering churn probability scores and interpretable feature importance insights.

PD

Prédiction du Risque de Défaut Client

Machine learning model estimating the probability of a client defaulting on a loan, based on financial and personal data to improve risk management.

Context

Reduce credit risk by automatically estimating the probability of a client defaulting based on their financial and personal data.

Stack
Pythonscikit-learnXGBoostFastAPIPostgreSQL
Result

ML model deployed in production via REST API, enabling automated and measurable decision-making support for credit approval.

Cook Mate

Cook Mate

Application generating personalized recipes from a description or photo of ingredients, using AI to suggest adapted and original dishes.

Context

Allow any user to generate personalized recipes from their available ingredients, via text description or photo.

Stack
Next.jsPythonOpenAI APIComputer VisionFastAPI
Result

Live application with LLM-based recipe generation, smooth Next.js interface and real-time image analysis.

Voices United

Voices United

Community platform allowing users to share and amplify their voices around common causes, with a news feed, discussion spaces, and a voting system.

Context

Create an inclusive digital space where every voice matters, facilitating the sharing of opinions and collective mobilization around important topics.

Stack
Next.jsReactTypeScriptTailwind CSS
Result

Web application deployed on Vercel offering a smooth and engaging community experience.

Vired

Vired

AI copilot for traders that analyzes positions, evaluates risks, and provides real-time strategic suggestions to optimize trading decisions.

Context

Help traders analyze their positions, assess risk exposure, and make better decisions in real time with an AI copilot.

Stack
Next.jsPythonOpenAI APIFastAPI
Result

AI copilot in production providing real-time personalized risk analysis and strategic suggestions.