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Zapkart - Smart Self-Checkout Solution 🛒💡

  • Eliminates long checkout queues with a smart self-checkout system.
  • Interactive display panel for easy item location and seamless shopping.
  • Automated billing system to enhance retail efficiency and save time.
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SMS Spam Detection App

  • Real-time SMS classification using TF-IDF vectorization and supervised ML models.
  • Python-built app with Flask/Streamlit for an interactive interface.
  • Enhances communication by reducing spam with high accuracy.
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Alpha Thalassemia Classifier

  • Predicts alpha-thalassemia phenotypes with 98% accuracy using XGBoost.
  • Focused on clinical data processing and healthcare application.
  • Features a user-friendly web interface for professionals.
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Forest Fire Prediction and Analysis

  • Predicted forest fires using AutoAI and environmental data analysis.
  • Achieved high R2 (0.9830) with a Linear Regression model.
  • Demonstrates ML's potential in disaster management.
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Book Recommendation System

  • Implemented a hybrid Book Recommendation System using Collaborative Filtering (cosine similarity on user ratings) and Content-Based Filtering (TF-IDF on book metadata).
  • Achieved over 92% accuracy in recommending relevant books based on user preferences.
  • Deployed using Flask, with a clean UI to showcase top 50 books and personalized suggestions based on selected titles.
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Employee Burnout Prediction

  • Predicts employee burnout risk using regression and ML techniques.
  • Integrates Kaggle data for detailed analysis and real-time predictions.
  • Provides actionable insights to enhance employee well-being.
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Email Resume Sender

  • Allows users to send personalized job application emails directly to recruiters.
  • Automatically attaches the user's resume and custom message to each email.
  • Includes a simple and user-friendly interface for easy input and submission.
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Tic Tac Toe Game

  • Developed a 2-player game with a clean and intuitive interface.
  • Automates winner detection and supports real-time gameplay.
  • Built with HTML/CSS/JavaScript, emphasizing UI/UX skills.
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Weather App

  • Provides real-time weather updates, forecasts, and alerts.
  • Features API integration for seamless location-based data retrieval.
  • Focuses on responsive design using HTML, CSS, and JavaScript.
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DevDetective for GitHub

  • Fetches and displays GitHub profile data, repositories, and contributions.
  • Useful for exploring developer expertise and activity.
  • Enhances GitHub data access via a user-friendly interface.
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Covid-19 india Data Analysis Report

  • Key insights: Variable distributions, correlations, missing values, and data types.
  • This report, generated using Pandas Profiling (YData Profiling), provides a comprehensive automated EDA to support further research and analysis.
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Custom DAI with Multiple Random Ads

  • Randomized Ad Selection: The system uses multiple random ads to create a diverse and engaging experience, reducing ad fatigue and increasing ad effectiveness.
  • Dynamic Ad Insertion (DAI): Ads are seamlessly integrated into video streams at precise intervals without interrupting the viewing experience.
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Vehicle Fleet Management Optimization

  • Analyzes fleet usage, fuel costs, and maintenance for cost reduction.
  • Recommends fuel-efficient vehicles and optimized schedules.
  • Promotes sustainability through actionable fleet management insights.
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