ML2026
IMC Prosperity 4
Top 2% worldwide out of 18,800+ teams — Python trading algorithms across five rounds of algorithmic and manual challenges on simulated products.
01 — The competition
IMC Prosperity 4 — a global algorithmic trading competition. Placed in the top 2% worldwide out of 18,800+ teams by developing Python trading algorithms across five rounds of algorithmic and manual challenges on simulated products.
02 — The models
Built predictive price models from historical order book data using unsupervised machine learning — PCA, DBSCAN, and t-SNE — to identify market regimes and price patterns.
03 — The execution
Drove automated bid/ask decisions to maximize simulated PnL against bot market participants, iterating strategies across each round of competition.