Video Understanding
End-to-end video understanding system that transforms long videos into searchable, summarizable, and explorable knowledge.
Embeddings • Ollama • Video Processing
Projects
Focus: Gen AI
AI Study Buddy
A streamlit based app to turn any topic into instant study material by asking questions, making quizzes, and creating flashcards on any topic.
Streamlit • GPT5 • Python
Focus: Natural Language Processing
Sjögren’s Syndrome Causality Extraction
A transfer-learning–based NLP pipeline that automatically extracts, normalizes, and graphs causal relationships from biomedical literature to uncover latent factors in Sjögren’s syndrome.
Causal Relation • Entity Extraction
Causal Relation Extraction Transfer- Empirical Study
An empirical study showing that a simple BioBERT-BiGRU causal relation extractor, evaluated with a phrase-aware F1 metric, transfers better across domains and annotation styles than more complex architectures.
Transfer Learning • Evaluation methods
Focus: Predictive Modeling
Pre-owned Car Market Analysis and Price Prediction
Predictive Modeling
Hugging Face • Transformers
Water Potability Prediction
Predictive Modeling
Pytorch • Feature Extraction
Diabetes Onset Prediction
Predictive Modeling
Pytorch • Transformers • GPU
Focus: Database/ Visualization/ Analytics
Designing of Electronic Voting System using Blockchain
Blockchain based voting system
Blockchain • HTML • SQL database
US Recessions Insight
An article focused on GDP and Unemployment rate
PowerBI
London's Cholera Outbreak, 1854
Interactive visualization of Dr. John Snow's outbreak map.
HTML • JavaScript • CSS
Focus: Other Projects
Trap and Throw System
Designed to create an energy efficient water cleaning system
Prototype • Energy Efficient