Projects

The cat symbol goes to projects github.

NLP

StanLyric

BM25 lyric-fragment search for identifying songs from remembered lines

Spotify Wrapped, But Everyday

personal Spotify library intelligence from playlists, liked songs, and artist-level curation patterns

WordPlay

bidirectional character n-gram language models for word generation and Hangman word guessing challenge

RL

Aligning Qwen2.5-0.5B LLM with RLHF

Long-context supervised fine-tuning, reward modeling, and token-level PPO

TRPO and PPO

Policy gradients methods in reinforcement learning

Estimation of the Warfarin Dose

Personalized dose selection with contextual bandits

ML

Dry Beans Exploratory Data Analysis

PCA, t-SNE, Autoencoder, KNN, SVM

This portfolio

A long term project in itself.

Working on building this portfolio has brought back memories of childhood and refreshed my knowledge of certain computer languages that I was introduced to in secondary school in my 6th grade. These computer languages were the ones which inspired me to join the world of engineering. These languages are html and css.