I. Kaggle: Predict CO2 Emissions in Rwanda

Secured 6^th rank among 1453 teams in developing a regression model for predicting CO2 emissions in a time-series dataset.

(July - Aug 2023)

II. Kaggle: ICR-Identifying Age-Related Conditions

Achieved a Bronze medal for ranking in the Top 5% among 6430 teams.

Developed a multi-class classifier for predicting health conditions using 56 anonymous health markers in a heavily class-imbalanced dataset.

(Aug 2023)

III. Kaggle: DFL-Bundesliga Data Shootout

Developed an LSTM model for activity recognition during football matches. Performed feature engineering by assigning teams to players via K-means clustering and tracking football and players' locations. The developed LSTM model achieved 76% accuracy.

(July - Dec 2022)