House Price Prediction (Regression Models)
Analyzed regression models (CatBoost, XGBoost, SVM, etc.) with California Housing data. Evaluated via MSE, RMSE, R-squared, and visualizations for insights.
Data Scientist
Data Analyst
ML Engineer
Image Classification with Transfer Learning (Computer Vision)
Used ResNet18, fastai, and PyTorch to create a precise image classifier for three bear species, achieving a 0.02% error rate.
Data Scientist
Data Analyst
ML Engineer
NLP Text Generation with LSTM (RNN)
Improved text generation on Human Numbers dataset (10,000 numbers in English) with regularized LSTM, boosting accuracy from 50% to 86%.
Data Analyst
ML Engineer