1st
Applied AI Challenge "GeoTech"
Applied machine learning competition with practical ranking pressure and fast validation loops.
Competitions
ML under leaderboard pressure.
Selected competition results across applied AI, legal NLP, and data challenges.
4th
World AI & Data Challenge, Russia
Final tour result in a national AI and data science competition.
7th
X-MASS HACK
Interpretable text classification for legal contract documents.
12th
World AI & Data Challenge, Russia
First tour result focused on applied AI problem solving.
Competition habits that transfer to real projects
Clean validation Error analysis Fast baselines Feature discipline Model blending Reproducible runs