Ongoing Projects

Ongoing Projects

Currently leading the following cutting-edge projects at Montclair University Data Science Lab as a Generative AI Researcher:

Accelerating Patient Screening for Clinical Trials using Large Language Model Prompting

Tech Stack: Llama 3.1-8B, GPT-4, Flask, HTML, CSS

Methodology: Semantic Similarity Search, Vector Database, LLM Entailment

Dataset: MIMIC-IV Discharge Notes

Improving healthcare outcomes by leveraging LLMs for faster, more accurate patient screening based on medical discharge notes.

Automated Abstraction of Standard Variables from Youth Mental Health Narratives using LLM

Tech Stack: Llama 3.1-8B, Flask, HTML, CSS

Methodology: Zero Shot Learning, Vector Database, LLM

Dataset: Youth Mental Health Narrative Data

Developing an automated system for extracting key variables from mental health narratives to assist in mental health research and diagnosis.