My Projects
Applying Machine Learning for Good
Fullstack Youtube Video Summarizer with Whisper and LLAMA-3
May 24, 2024
A fullstack demo web application that generates summaries of youtube videos. Built with Python, FastAPI, Gradio, Docker, and Redis, and leveraging Whisper / AssemblyAI for audio transcription and Groq's LLAMA-3 model for transcript summarization.
Evaluating Drug Embeddings in Predicting Cancer Treatment Responses: A Comprehensive Analysis
December 5, 2023
In this work, we delve into the critical realm of Drug Response Prediction (DRP) for cancer treatment, focusing on the utilization of various embedding representations to enhance predictive accuracy and model performance.