Projects & Academic Work

IMC Prosperity 3 Trading Challenge

Algorithmic trading, statistical arbitrage, Python | April 2025

Designed statistical arbitrage algorithms combining theoretical pricing models with order-book liquidity signals.
Ranked 214th globally out of 12,620 teams, 16th in France.

Huawei Tech Arena 2024

Control theory, Algorithm design on embedded hardware | December 2024

Implemented a Kalman filter-based algorithm for battery state-of-charge estimation.
Awarded Bronze Prize (EUR 2,000) at Huawei's Tech Arena 2024, Nuremberg.

State Space Model Kernel Integration in Kernel U-Net

Deep learning, Time-Series Foundation Model | July – August 2024

Summer research project at ESIEE supervised by Dr. Jiang You; led to a full internship at Sifra Tech
Preprocessed data and built custom datasets for time-series forecasting tasks
Developed and integrated a State Space architecture kernel into the Kernel U-Net model

MIT Summer School — Financial Mathematics

Time series, statistical modeling | July – August 2023

Summer program at MIT supervised by Dr. Peter Kempthorne, focused on financial mathematics
Studied time-series analysis, Brownian motion, and stochastic processes
Presented a group project comparing vanilla time series models on finance datasets

Tech Europe Agentic AI Hackathon

AI agents, LLM orchestration | September 2025 – Present

Participated in hackathons in Paris and Copenhagen exploring agent system design
Built multi-agent collaborative systems based on Large Language Models
Practiced cutting-edge AI: tool calling, context engineering, agent orchestration

Autonomous AI Agent System

Personal project, DevOps

Deployed and configured OpenClaw and Hermes Agent, autonomous AI agent systems, on a personal VPS
Set up automated email monitoring, job application tracking, and proactive notifications
Exploring applications across personal and potential commercial use cases
Full-stack DevOps: Linux server administration, DNS, SSL, systemd service management