
Computer vision // satellite imagery // defense
Satellite vessel detection with YOLOv8
End-to-end platform for acquiring, visualizing and analyzing satellite imagery, then training a YOLOv8 detector for military vessels visible from space.
Selected work // portfolio
A searchable grid of SaaS products, agents, YouTube builds, open-source tools and private delivery work built end to end.

Portfolio angle
Each case study shows context, architecture, technical proof and what the project demonstrates in practice.
Computer vision // AI agents // retail // media // productCase studies
Public
Mixed
Private
22 / 22 projects

Computer vision // satellite imagery // defense
End-to-end platform for acquiring, visualizing and analyzing satellite imagery, then training a YOLOv8 detector for military vessels visible from space.

Agents // trading simulation // automation
Prototype platform where AI agents observe markets, produce hypotheses, decide actions and evaluate results inside a controlled trading loop.

Mobile automation // behavioral analysis // Appium
Mobile experiment where a dating app is automated with Appium, then connected to AI systems that analyze profiles, replies and behavioral signals.

Media automation // audio product // production tooling
Private delivery project for an autonomous radio module built around audio processing, business rules and production tooling for media teams.

Retail AI // recommender systems // scale
Large-scale retail recommendation project inspired by Google-style Two-Tower retrieval architectures, designed for millions of customers.

Startup build // data // product engineering
Private startup build covering data, front-end, back-end, product logic and client delivery, with references including Chanel, Accor and BNP Paribas.

Tourism AI // generative assistant // public service
Generative assistant for Val d’Isère designed to answer tourist questions from local information and improve digital visitor support.

Live experiment // voice AI // media format
Live/media experiment around an AI-generated Emmanuel Macron voice, combining generation, staging, interaction and public reaction analysis.

Developer tools // Electron // local AI interface
MSN Messenger-inspired desktop app for driving local Codex sessions with conversations, agents, files, sounds, statuses, mini-games and macOS/Windows packaging.

Twitch // voice assistant // creator tooling
Streamer assistant combining Twitch, OpenAI, ElevenLabs and Picovoice to create voice-driven automated interactions during a live stream.

AI SaaS // image generation // solo product
SaaS app that turns a few user photos into professional portraits for resumes, LinkedIn, websites and presentations, with style choices, credits and a private workspace.

iOS // end-to-end encryption // private social
iPhone app for private social sharing with families, couples and events, including albums, private feed, likes, comments and invite-only circles.

Generative media // restoration // family archives
AI service for restoring, enhancing or animating old photos so family archives become clearer, more vivid and easier to share.

AI agents // LLM // enterprise automation
Product studio around specialized AI agents, business bots and LLM automation for turning enterprise needs into usable assistants.

Infrastructure // monitoring // read-only agents
Global VPS surveillance agent with healthchecks, local dashboard, email alerts and read-only Codex investigations for suspicious signals.

Agent simulation // browser world // social AI
Browser simulation populated by AI agents with resources, memory, dangers, relationships and autonomous actions for observing collective behavior.

LLM education // transformer // model internals
Educational build that reconstructs the core blocks of a generative chatbot: tokenization, training, inference and model limits.

Local AI // benchmarking // multimodal lab
Local lab for running Gemma 4 with a FastAPI backend, React frontend, local TTS, quantization switching and RTX 5090 benchmarks.

Game AI // multi-agent behavior // simulation
Experiment where several AI agents play Monopoly to observe strategy, negotiation, errors, opportunistic behavior and closed-rule game limits.

Robotics // computer vision // safety framing
Video prototype around an accessible drone, computer vision and human detection/recognition, built to discuss the risks of physical automation.

Generative AI // computer vision // cultural dataset
Generation and analysis project around the Miss France contest, combining prediction, generated faces and public discussion about aesthetic bias.

Price intelligence // monitoring // automation
Personal price-monitoring project: offer tracking, comparison, alerts and purchase-support logic.