AI / Automation

AI & automation work

Business process automation, AI systems delivered to clients and research projects.

Client applications

E-commerce automation

The store

The automations

CatalogueSupportSEO

Retool · review

Client project · E-commerce automation2026

Automating a PrestaShop store

From supplier PDFs to product listings, support triage and SEO content preparation: three workflows connected to PrestaShop with Gumloop and Retool.

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Computer vision detecting standing pins on two bowling lanes

Client application2023

Real-time bowling pin detection

A complete edge-computer-vision system that detects a throw and counts standing pins across two bowling lanes.

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Résultat d’une segmentation d’image par subdivision adaptative

Client application2022

Adaptive image segmentation

An implementation of a split-and-merge method that recursively divides an image according to local variance to reveal homogeneous regions.

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Research

R-Latplan workflow from visual data collection to symbolic planning

PhD research · ICTAI 20242024

Learning reliable plans from images

A neuro-symbolic framework that learns executable PDDL action models from raw visual traces—even when observations are noisy or incomplete.

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Illustrative market impact chart comparing baseline, execution and post-trade predictions

Research prototype2026

Interpretable market-impact dynamics

A transparent experimental pipeline for isolating the price impact of large orders and discovering compact differential equations that describe it.

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Environnement Visual Minecraft, automate de tâche et architecture Visual Reward Machine

PhD research2023

Visual Reward Machines

A neuro-symbolic framework for non-Markovian reinforcement learning that jointly learns symbol grounding from images and the temporal reward structure.

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