David Amouzou

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.

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.

Coooker

Coooker

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.

Vybe

Vybe

Streetwear e-commerce shop with limited drops, thematic collections and a community space for an urban fashion brand blending art, music and style.

Context

Build an immersive shopping experience for a streetwear brand with limited-edition drop management, collections, and community engagement.

Stack
Next.jsTypeScriptTailwind CSS
Result

Next.js online store deployed on Vercel with product catalog, limited drops and integrated community section.

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.