Welcome!
Hello, my name is Mughil! I currently work as a data scientist. I have an M.S. in Data Science from Columbia University. I am a fan of technology, math, cars, and jigsaw puzzles!
Thematic Fit (CU)
An NLP research project that started at Columbia University and culminated in a published paper Continue reading Thematic Fit (CU)
Wildfire Incidence Prediction (CU)
Predicting incidence of wildfires across the US as part of a class at CU Continue reading Wildfire Incidence Prediction (CU)
Using UNet and PyTorch Lightning to detect Contrails in Images
Using an image segmentation approach to tackle the Contrail Detection Kaggle competition by Google Research Continue reading Using UNet and PyTorch Lightning to detect Contrails in Images
#176 - Right-angled triangles that share a cathetus
Continue reading #176 - Right-angled triangles that share a cathetusWildfire Incidence III - Basic Neural Network
Part 3 of predicting wildfire incidence. I show a basic example of using a neural network on the same data for prediction. Continue reading Wildfire Incidence III - Basic Neural Network
Wildfire Incidence Prediction - Part II - Spatial Logistic Regression
Part 2 of predicting wildfire incidence. After preprocessing, we perform spatial logistic regression using all the data on hand. Continue reading Wildfire Incidence Prediction - Part II - Spatial Logistic Regression