Jatin Mehra's repositories
Micro-Gas-Turbine-Electrical-Energy-Prediction-Modeling
This project uses LSTM neural networks to predict the electricity output of gas turbines based on historical operational data. By leveraging deep learning techniques, it optimizes energy generation, improves prediction accuracy, and reduces reliance on manual monitoring, offering an efficient alternative to traditional methods.
Bike-Rentals-Dataset
This repository focuses on optimizing bike rental availability during peak hours and days using machine learning techniques. Leveraging publicly available data from the UCI Machine Learning Repository, it includes scripts for data preprocessing, model training, and visualization, along with detailed observations and results.
AI-Powered-YouTube-Video-Summarizer-and-Fact-Checker
This Project will check the facts said in a YouTube video whether they are true or not and it can also summarize the YT videos.
BrisT1D-Blood-Glucose-Prediction-Competition-Model
This Repository contains all the necessary codes and Model for the BrisT1D Blood Glucose Prediction competition.
CAR_PRICE_Prediction
Predicting price of the cars using small dataset.
Cat-Dog-Classifiaction
APP for classifying Cat and Dog images
Churn_modeling
This repository is dedicated to predicting customer churn using machine learning techniques. It includes comprehensive scripts for data preprocessing, model training, and evaluation, along with detailed visualizations and insights.
CRAWLGPT
A powerful web content crawler with LLM-powered RAG (Retrieval Augmented Generation) capabilities. CrawlGPT extracts content from URLs, processes it through intelligent summarization, and enables natural language interactions using modern LLM technology.
Crypto-Intelligence-Pro
Crypto Intelligence Pro is an advanced market analysis tool for cryptocurrencies. It provides real-time price trends, sentiment analysis, technical indicators, and AI-powered market forecasts.
Email-SPAM-classifier
App for classifying whether Email is Spam or Ham.
Essay-Scoring-Modeling
This repository contains all the notebooks, resources, and documentation used to develop and evaluate models for the Automated Essay Scoring (AES) Kaggle competition. The project aims to build an open-source solution for automated essay evaluation to support educators and provide timely feedback to students.
Paris_Housing_Price-Kaggle-
Paris Housing Price Kaggle Competiton
PDF-Insight-Beta
PDF Insight Pro is a Streamlit-based web application that allows users to upload PDF documents and interact with them using AI-driven insights.
Plagiarism-detector-using-smolLM-
A web app for detecting plagiarism between two PDFs. Users can upload PDF files, and the app will detect plagiarism by leveraging a fine-tuned LLM model (SmolLM2-135M) trained on the MIT Plagiarism Detection Dataset.
Essay-Scoring-APP
App for essay scoring using AI.
Flight-Price-Prediction
This study aims to analyze flight booking data from "Ease My Trip" website, using statistical tests and linear regression to extract insights. By understanding this data, valuable information can be gained to benefit passengers using the platform.
Heart_Disease_Predictor
Data Analysis, Model Training, Model Deployment.
Jatin-Mehra119
Config files for my GitHub profile.
Loan-Approval
This repository contains all the scripts used for the Loan Approval Kaggle competition. I utilized MLflow to track experiments, save models, and identify the best-performing model based on cross-validation scores. FastAPI APP for making predictions.
loan_dataset
Predict Creditworthiness: Determine if a customer meets the credit underwriting criteria of LendingClub.com.
local-rag-with-ollama
PDF-Insight PRO offline is an offline app designed for processing and extracting answers from PDF documents using the Ollama 3.1 LLM.
ROE-Prediction-Modeling
A Web-APP for predicting Return of Equity using Machine learning model.
Sales-Analysis
Sales Analysis of super market