Sagar Tetali's repositories
diarization_sentiment_analysis
A FLASK app that takes in an audio file and performs sentiment analysis on each speaker.
careers_page_v2
Connecting a FLASK webpage with MySQL Database to create a dynamic data-driven web application.
diabetes_risk_predictor
A FLASK-based web application that predicts the risk of diabetes based on the answers to a questionnaire. The app currently uses an XGBoost (Extreme Gradient Boosted Model) model trained on a Kaggle Dataset of CDC Data.
gpt_sentiment_analysis
A StreamLit app that uses OpenAI API to mine sentiment from a text. The sentiment is chosen from a user-specified list of sentiments.
llm_doc_chatbot
RAG-based Streamlit app that uses Langchain, OpenAI Embeddings, GPT, and Pinecone Vector Database to answer questions about a user-provided document
llm_from_scratch
A Mini-GPT built using PyTorch, using decoder blocks with CUDA/GPU parallelized Multi-Head Attention
neuroscience_chatbot
A Neuroscience AI Expert Chatbot built using Streamlit and OpenAI API using GPT 3.5 Turbo