The Portfolio

A showcase of continuous learning through experimentations

Category

Machine Learning

Small Language Models for Medication NER
Small Language Models for Medication NER

Utilizing small and efficient language models like SpaCy and DistilBERT to accurately extract entities from unstructured medication text.

GitHub
Medical
Transformers
NER
Two-Stage RAG App with Local LLM for Medication NER
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.

GitHubArticle
Medical
GenAI
NER
RAG

Category

Backend Development

Dockerized App for Synthetic Patient Data Generation
Dockerized App for Synthetic Patient Data Generation

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

GitHub
Medical
Data Synthesis
Docker