After a rigorous code review and reproducibility audit, we’re excited to officially confirm our top 3 winners:

🥇 1st Place - mohboc A robust 4-model ensemble with excellent optimisation and flawless reproducibility.

🥈2nd Place - padmashri_5 Exceptionally clean feature engineering, thoughtful data handling, and great documentation.

🥉 3rd Place - exclusifayodeji A uniquely designed 2-stage model with good feature engineering. In a few cases, scores and rankings were adjusted where:

• code was not submitted for review, or
• submitted solutions could not be successfully reproduced from the provided materials

Huge congratulations to our winners - and to everyone who participated in pushing the boundaries of financial health prediction! Your challenge certificates are now live 🎉