MadhanMohanReddy2301
👋 Hi there! I'm Madhan, passionate about leveraging artificial intelligence to innovate in data analytics and natural language processing (NLP).
Pinned Repositories
BikeSharing-Linear-Regression
This project predicts bike demand for BoomBikes post-lockdown using multiple linear regression and feature selection on American market data, aiming to optimize business strategies for post-pandemic recovery.
Chat-PDF
PDF Processing with Llama Index and Hugging Face Models: Utilize Llama Index for efficient PDF indexing and querying, integrated with Hugging Face models for advanced natural language processing tasks.
Chat-with-SQL_DB
This project demonstrates how to use the Vanna AI library to connect to a SQLite database and query for the top 10 albums by sales from the Chinook database. Additionally, a Flask application is created to run the Vanna AI interface.
Course
Gemini-RAG-Application
This RAG Streamlit app lets users chat with PDF documents using Gemini and Google's generative AI. Upload PDFs, process text, and get intelligent answers to your questions.
gemma-Instruct-2b-Finetuning-on-alpaca
This project demonstrates the steps required to fine-tune the Gemma model for tasks like code generation. We use qLora quantization to reduce memory usage and the SFTTrainer from the trl library for supervised fine-tuning.
Gesture-Controlled-AI-Mouse
"Gesture-Controlled AI Mouse" enables users to navigate their computers using hand gestures captured via webcam, integrating OpenCV for video processing, MediaPipe for hand detection, and PyAutoGUI for simulating mouse actions, offering a seamless, hands-free interaction experience.
git-portfolio
Lending_club_case_study
Optimizing urban lending by leveraging data-driven insights to maximize profitability and minimize default risks, enhancing loan approval efficiency and financial stability.
MadhanMohanReddy2301
Config files for my GitHub profile.
MadhanMohanReddy2301's Repositories
MadhanMohanReddy2301/Gemini-RAG-Application
This RAG Streamlit app lets users chat with PDF documents using Gemini and Google's generative AI. Upload PDFs, process text, and get intelligent answers to your questions.
MadhanMohanReddy2301/SmartChainAgents
LLM Agent Routing Project: This project implements a routing system for user queries using LangChain and Groq's Gemma2-9b-It model. The system intelligently routes questions to arxiv, Wikipedia, or an LLM based on the context, offering efficient and targeted responses for AI research, human information, or general queries.
MadhanMohanReddy2301/BikeSharing-Linear-Regression
This project predicts bike demand for BoomBikes post-lockdown using multiple linear regression and feature selection on American market data, aiming to optimize business strategies for post-pandemic recovery.
MadhanMohanReddy2301/Chat-PDF
PDF Processing with Llama Index and Hugging Face Models: Utilize Llama Index for efficient PDF indexing and querying, integrated with Hugging Face models for advanced natural language processing tasks.
MadhanMohanReddy2301/Chat-with-SQL_DB
This project demonstrates how to use the Vanna AI library to connect to a SQLite database and query for the top 10 albums by sales from the Chinook database. Additionally, a Flask application is created to run the Vanna AI interface.
MadhanMohanReddy2301/Course
MadhanMohanReddy2301/gemma-Instruct-2b-Finetuning-on-alpaca
This project demonstrates the steps required to fine-tune the Gemma model for tasks like code generation. We use qLora quantization to reduce memory usage and the SFTTrainer from the trl library for supervised fine-tuning.
MadhanMohanReddy2301/Gesture-Controlled-AI-Mouse
"Gesture-Controlled AI Mouse" enables users to navigate their computers using hand gestures captured via webcam, integrating OpenCV for video processing, MediaPipe for hand detection, and PyAutoGUI for simulating mouse actions, offering a seamless, hands-free interaction experience.
MadhanMohanReddy2301/git-portfolio
MadhanMohanReddy2301/Lending_club_case_study
Optimizing urban lending by leveraging data-driven insights to maximize profitability and minimize default risks, enhancing loan approval efficiency and financial stability.
MadhanMohanReddy2301/MadhanMohanReddy2301
Config files for my GitHub profile.
MadhanMohanReddy2301/madhanmohanreddy2301.github.io
MadhanMohanReddy2301/portfolio
Minimal is a Jekyll theme for GitHub Pages
MadhanMohanReddy2301/web_live_data_fetcher
Web Live Data Fetcher A Python package for retrieving and summarizing live data from web searches by performing Google searches and extracting content from the top search results.