https://github.com/shibbir-ahmad24/ongoing-projects

In this repo, I will keep sharing my ongoing projects updates.
https://github.com/shibbir-ahmad24/ongoing-projects

flask-application generative-ai gpt-4 large-language-models llama3 semantic-search vector-database zero-shot-learning

Last synced: 7 months ago
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In this repo, I will keep sharing my ongoing projects updates.

Host: GitHub
URL: https://github.com/shibbir-ahmad24/ongoing-projects
Owner: shibbir-ahmad24
Created: 2024-11-28T21:23:37.000Z (11 months ago)
Default Branch: main
Last Pushed: 2024-11-28T21:34:40.000Z (11 months ago)
Last Synced: 2025-03-22T21:43:55.252Z (7 months ago)
Topics: flask-application, generative-ai, gpt-4, large-language-models, llama3, semantic-search, vector-database, zero-shot-learning
Homepage:
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Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

README

# 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.