Selected Projects
Research-adjacent side projects at the intersection of AI, robotics, and pop culture.
arXiv preprint · 2026 · lead author
Foehn
Global probabilistic forecasting of air pollution at 1 km, up to a week ahead, over all inhabited land. A generative model that computes where the air comes from (FLEXGREEN) and learns the rest by flow matching; validated at thousands of stations against the operational forecast.
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npj Clim. Atmos. Sci. · 2026 · lead author
TopoFlow
A topography-aware Vision Transformer for high-resolution air quality prediction over China. Wind-following patches, elevation-aware attention, six pollutants. Published in npj Climate and Atmospheric Science (Nature Portfolio).
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Preprint · 2026 · under review
CRAN-PM
A dual-branch cross-resolution Vision Transformer that predicts daily 1 km PM2.5 across Europe in 1.8 seconds, with zero-shot transfer to USA, Canada and India.
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Open-source software · v1.0
CranPM Studio
The open-source software release of CRAN-PM: a Python package and live web demo for 1 km PM2.5 forecasting over Europe. Stable API, CLI, dual CUDA/ROCm, HuggingFace demo. RMSE 6.85 µg/m³ at T+1.
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SCIA 2025 · Springer LNCS
AQ-Net
A deep spatio-temporal network for air-quality reanalysis. LSTM with attention plus a learnable neural kNN, trained on Northern China stations. Predicts pollution where no sensor exists.
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Wabel Group × DCRR · 2024
cDESP
A SaaS compliance platform for industrial refrigeration pressure equipment (ESP). Built by Wabel Group for DCRR to replace spreadsheet chaos with a single source of truth for DESP regulatory obligations.
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Live event · 22 Dec 2023
Pokémon Robot Auction
The world’s first Pokémon card auction co-hosted by a NAO humanoid robot. A live proof of concept in human-machine interaction, endorsed by the French Presidency.
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ML web app · 2023
Pokémon Card Detection
A Flask + TensorFlow web app that identifies Pokémon Base Set cards from a photo and extracts their name, number, set and year. Trained on French Base Set 2, but works on English cards too.
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INRIA Bordeaux · 2021–2022
LingoRob
A crowdsourcing platform for multi-language linguistic corpora, built at INRIA’s Mnemosyne team to train brain-inspired language models for human-robot interaction. Apprenticeship project supervised by Xavier Hinaut.
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Excel VBA · Jan 2020 · DUT STID
Galton Board in Excel
A simulation of Sir Francis Galton’s pinball, built entirely in Microsoft Excel with VBA. Rockets fall through pegs, converging from a binomial distribution to the Gaussian bell curve. An interactive proof of the Law of Large Numbers and the Central Limit Theorem.
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