I enjoy taking part at machine learning competitions on Kaggle. This page summarizes my achievements. Check out my Kaggle profile to see more.

Computer vision

  • 🥇 SIIM-ISIC Melanoma Classification: top-1% (3314 teams) [Writeup] [Blogpost]
  • 🥉 Prostate Cancer Grade Assessment Challenge: top-6% (1010 teams)
  • 🥉 APTOS 2019 Blindness Detection: top-9% (2931 teams) [GitHub] [Blogpost]
  • 🥉 RSNA STR Pulmonary Embolism Detection: top-13% (784 teams) [Blogpost]

Tabular data

  • 🥈 Google Analytics Customer Revenue Prediction: top-2% (3611 teams) [GitHub]
  • 🥈 IEEE-CIS Fraud Detection: top-3% (6381 teams) [Github]
  • 🥈 Home Credit Default Risk: top-4% (7190 teams) [GitHub]
  • 🥉 COVID-19 mRNA Vaccine Degradation Prediction: top-6% (636 teams)
  • 🥉 Instant Gratification: top-6% (1832 teams)
  • 🥉 Mechanisms of Action Prediction: top-10% (4373 teams)

Time series

  • 🥈 PLAsTiCC Astronomical Classification: top-5% (1094 teams) [GitHub]
  • 🥉 Riiid! Answer Correctness Prediction: top-7% (3395 teams)

Highest user rank

  • Competitions: 489 out of 154,224
  • Notebooks: 554 out of 150,354
  • Discussion: 360 out of 167,254