Web Search Engine
Developed a Full-Stack Web Search Engine using
Hadoop, RocksDB, Flask, Spark, and Python
Trend of 8 emotions during COVID-19 using Twitter
Used
GloVe and
AffectVec to see how people expressed 8 emotions between Jan-Apr'20 about COVID-19 along with depressive tweets using
Python, CNN, LSTM, NLP
Safe AI: High Confidence Policy Improvement
An implementation of the
Seldonian algorithm which improves the policy parameters to give better optimized results else falls back on previous best.
Reinforcement Learning, Python, Importance Sampling
Audio Source Separation Using CNNs
Replaced traditional way (LSTM) to separate the audio source (vocals) using
CNN and got better evaluation metrics with same number of hidden layers
PyTorch, Python, STFT
