Selected work

Research, products and coursework, with technical details, source code and reports.

• Research · LIGM, CNRS UMR 8049 · 2026

  morseq — Topological image segmentation

  Single-pass basin labeling in discrete Morse sequences, with a pure-Python implementation and 623 automated tests.

• Product · Co-founder · April 2024–present

  Reaply — AI for multi-location businesses

  A live product for Google review analysis, response generation and cross-location benchmarking, with a footprint of 300+ locations.

• Machine learning · ENS Challenge Data · 2026

  Toxic gas identification — 18th out of 238

  Tree ensembles for predicting 23 alarm levels from 13 sensor signals in ENS Challenge Data × Bertin Technologies.

• Software engineering · Team project · 2025

  UniSpace: Campus Room Booking

  Flutter and Firebase room-booking app. Jury’s Choice (Coup de Cœur) at ESIEE Paris’s Jour des Projets.

Earlier engineering projects

• CNRS / ESYCOM: Energy harvesting with TENG
  Research internship: LTSpice modeling and bench measurements of an energy-harvesting circuit for a Bluetooth node.
• Supervised Face Recognition
  Detection, alignment and embedding ablations; approximately 97% test accuracy on a small coursework dataset.
• Parking Radar: From Schematics to PCB
  A parking sensor designed from schematics to a two-layer PCB, with IR distance sensing and actuator control.
• Environmental Data Pipeline & Dashboard
  Python ingestion, geospatial joins and a Plotly Dash interface for 171,545 environmental measurements across 395 municipalities.
• The Search for Satoshi: Java Text Adventure
  Java adventure game with a Swing interface, inventory and room models, scripted command tests, and Javadoc.