Rahul Rayi

After leaving my mechanical engineering role in the Oil & Gas industry, I have fully dedicated myself to mastering Artificial Intelligence (AI). I've gained expertise in Natural Language Processing (NLP), Machine Learning (ML), and Deep Learning (DL). Currently, I am focusing on Large Language Models (LLMs), Generative AI (GenAI), and MLOps to enhance my skills and efficiency in the AI field. As a passionate data science enthusiast, I am committed to advancing my career in this evolving domain

https://github.com/RahulRayi777/SearchEngine_using_agents_and_tools

GEN-AI

• LangChain - Chat with Search

This project demonstrates how to build a chatbot using LangChain and Streamlit, integrated with multiple search tools like Arxiv, Wikipedia, and DuckDuckGo. The chatbot can search the web and provide relevant information while displaying intermediate thoughts and actions in the Streamlit interface using StreamlitCallbackHandler.

https://github.com/RahulRayi777/SQL-Advanced-Supply-chain-Analytics-

• SQL Advanced Analytics & Supply Chain Analytics

This project involves advanced SQL operations, focusing on supply chain analytics. The database schema includes sales and forecast data, and the goal is to analyze and improve forecast accuracy by comparing actual sales with forecasted data.

https://github.com/RahulRayi777/Stats_Based_Project

• Z-Test Analysis for New Credit Card Launch And Identifying Target Market

Project Overview: Z-Test for Identifying Target Market Objective: Perform a Z-test to compare two customer segments (e.g., a test group and a control group) to identify the target market based on key metrics such as conversion rate, spending patterns, or any other relevant measure.

https://github.com/RahulRayi777/LOAN-DEFUALT-PREDICTION

• Developed a machine learning model to predict loan default risk using various algorithms and data preprocessing techniques, including Principal Component Analysis (PCA). Conducted feature engineering, model evaluation, and optimization to enhance prediction accuracy. Collaborated on creating a PowerPoint presentation to communicate the findings effectively.