Selected Projects

Projects

2025Featured Selection

Hierarchical Video RAG Pipeline

Hierarchical summarization of long-form video content using batched inference and RAG pipelines.

  • Transcript ingestion & chunking
  • Hierarchical summarization at scale
  • Interactive Streamlit application
LLM PipelineStreamlitRAG
Source Code →Live Manifest →
2025Featured Selection

ResNet & Attention LSTM Image Captioner

End-to-end image captioning pipeline with ResNet-50 encoder and attention LSTM decoder.

  • Custom CNN + transfer learning
  • Attention LSTM decoder logic
PyTorchResNet-50Attention
Source Code →
2026

LangGraph Stateful Multi-Agent System

Stateful multi-agent system built with LangGraph for complex task delegation and reasoning.

  • Multi-agent orchestration
  • Stateful chat interactions
LangGraphMulti-AgentGoogle ADK
Source Code →
2025

Large-Scale Market Basket Association Analytics

Market basket analysis across millions of orders to surface repeatable combinations and better inventory decisions.

  • 3.4M+ orders analyzed
  • Association-rule mining at scale
  • 15+ dashboard outputs
PandasAssociation RulesBI
Source Code →
2025

Campus-Scale Sports & Operations Portal

Campus-scale sports website for IIT Bombay with improved performance, broader reach, and clearer interaction flows.

  • 13k+ students served
  • 30% speed improvement
  • Engagement-focused redesign
ReactDjangoResponsive
Source Code →