Predicting if news articles will be trending by analyzing the news titles and description.
Skills: Python web scraping, NLP (NLTK), Python data manipulation - Numpy, Pandas, Machine Learning - Logistic Regression, K-Nearest Neighbors, Decision Tree, Random Forest, Xgboost
BMS College of Engineering
Comparative analysis of Deep learning approaches to detect pneumonia using Chest Radiographs.
Skills: Python data manipulation - Numpy, Pandas, Deep Learning - CNN (Classification), U-Net (Segmentation), Mask-RCNN (Object Detection and Localization).
Built CNN model to classify different types of diseases affecting leaves using foliar leaf images.
Skills: Python data manipulation - Numpy, Pandas, Deep Learning - CNN (Classification and Detection).
BMS College of Engineering
Built variations of the CNN model to ascertain the detection distracted drivers.
Skills: Python data manipulation - Numpy, Pandas, Deep Learning - CNN (Classification and Detection).
Northeastern University
Time Series Forecasting for US Air Pollution Data.
Skills: Time Series techniques - Naive methods, Average methods, SARIMAX, LSTM, Python data manipulation.