“If you torture the data long enough, it will confess. -- Ronald Coase”

Kaggle Competitions

I am a Kaggle Competition Expert, currently ranked top ~1% among global data scientists.

Here is my Kaggle page. Most of my computation was done on Amazon AWS GPU.

• Jane Street Market Prediction (13%)

• Halite by Two Sigma (4%, Silver Medal)

• Two Sigma: Using News to Predict Stock Movements (9%, Bronze Medal)

• Google Landmark Recognition Challenge (Bronze Medal) My Solution

• Toxic Comment Classification Challenge (4%, Silver Medal) My Solution

• TensorFlow Speech Recognition Challenge (11%) My Solution

• Invasive Species Monitoring (6%)

• Two Sigma Connect: Rental Listing Inquiries (13%)

A list of ML tools I have used:

• XGBoost (Classifier, Regressor) ★★★★★

• Random Forest (Classifier, Regressor) ★★★★☆

• LightGBM (Classifier, Regressor) ★★★★★

• Keras (Neural Networks API) ★★★★★

• LSTM (RNN) ★★★★☆

• MXNet (DL Optimized for AWS) ★★★☆

• ResNet (Deep Residual Networks) ★★★★