All Projects
Knowledge Graph Query Engine for SNOMED to ICD Code Mapping
Neo4j
GPT-4
RAG
Knowledge Graph
Python
React
A clinical search engine combining Retrieval-Augmented Generation (RAG) with Neo4j knowledge graphs to improve medical code mapping accuracy. Implemented entity extraction and semantic search to achieve a 5% boost in retrieval precision.
Drug Information OCR Pipeline
Azure
OCR
Document Intelligence
Python
SQL
An intelligent OCR pipeline that extracts structured drug information from scanned documents using Azure Document Intelligence, enabling efficient search and analysis of medication data.
AI-Powered Linear Algebra Platform
React
OpenAI
LLM
Figma
Python
Analytics
An interactive web platform that revolutionized linear algebra revision for 600+ students through personalized LLM-powered question generation and comprehensive analytics.
Sustainability Journal Analysis Platform
LLaMA
HuggingFace
Python
Tableau
NLP
A comprehensive data analysis platform that processes sustainability journals using LLaMA and HuggingFace transformers, providing actionable insights through Tableau visualizations.
ED Triage Prediction App – DataRobot Deployment
Docker
Python
Streamlit
Java
MLOps
Deployed a hybrid ED triage prediction system by containerizing a multi-language pipeline (Python + Java) and integrating it with DataRobot's platform, complete with a Streamlit frontend for real-time predictions.