The Portfolio

A showcase of continuous learning through experimentations

Machine Learning

Two-Stage RAG App with Local LLM for Medication NER

Utilizing Hybrid Search and Reranking with Llama 3.2 3B to accurately extract entities from unstructured medication text.

Medical

GenAI

NER

RAG

Dockerized App for Synthetic Patient Data Generation

A dockerized application that generates synthetic healthcare data derived from real-world statistical distributions.

Medical

Data Synthesis

Docker