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Manisha5918/README.md

Hey, I'm Manisha

AI & Data Science undergrad · .NET Developer Intern · Published ML researcher


About Me

  • B.Tech AI & Data Science @ Karpagam College of Engineering (CGPA 8.4)
  • Currently interning as a .NET Developer — building internal web apps with C# and ASP.NET MVC
  • Former AI Intern @ Learnflu — built a predictive maintenance system with 98% accuracy on 10K sensor records
  • Co-authored a deep learning paper on solar power forecasting published at ICEARS 2026
  • Currently deepening my skills in full-stack development, applied ML, and DSA (beginner)
  • Exploring AI — integrating models and APIs into real-world projects
  • Interested in software development — from clean backend logic to polished frontends
  • Actively participating in hackathons — always looking for the next challenge to build under pressure
  • Ask me about React, Python, machine learning, or building end-to-end projects
  • Fun fact: I scored 99.6% in my Higher Secondary board exams

Achievements & Highlights


Featured Projects

Project Stack Highlight
Industrial Predictive Maintenance React · FastAPI · Random Forest 98% accuracy on AI4I 2020 dataset (10K records)
AI Crop Recommendation System Python · 5 ML models · OpenWeatherMap API 99%+ accuracy with auto best-model selection
EnergyShield Next.js · React · Tailwind · JavaScript Decision-support platform for India's oil & gas supply-chain resilience (OOSC-4 Hackathon)
Smart Home Automation React · ASP.NET Core 9 · SignalR · Ollama (Gemma 3) AI-powered home management with real-time device control and multilingual support

Tech Stack

Languages

Python C# Java HTML5

Frameworks & Tools

React .Net Vite MySQL Vercel GitHub

ML / Data

Pandas scikit-learn NumPy

Software Development

VS Code Visual Studio Jupyter Postman


GitHub Stats


Contribution Snake

github-snake


Dev Quote of the Day

Pinned Loading

  1. AI-Based-Crop-Recommendation-System AI-Based-Crop-Recommendation-System Public

    AI Based Crop Recommendation System using Machine Learning, real-time weather API, Explainable ML analysis, SQLite storage, and Streamlit dashboard.

    Python 2

  2. AI-Predictive-Maintenance-System AI-Predictive-Maintenance-System Public

    Machine Failure Prediction System using Machine Learning that predicts equipment failure risks from machine sensor parameters. Built with Random Forest model, FastAPI backend, and React dashboard.

    Jupyter Notebook 1

  3. Country-Explorer Country-Explorer Public

    An interactive world intelligence platform providing country insights, maps, weather, currency conversion, travel planning, analytics dashboards, and geography learning tools.

    JavaScript 1

  4. Product-app Product-app Public

    A React E-Commerce Product App using FakeStore API with Axios, Routing, Search, Filters, Cart, Wishlist and CRUD operations.

    JavaScript 1

  5. Recipe-Explorer Recipe-Explorer Public

    Recipe Explorer is a React-based recipe discovery platform that allows users to search meals, filter recipes by category and cuisine, explore random dishes, and view detailed recipe information thr…

    JavaScript 2 1

  6. harini2006b-arch/AI-vs-Human-Text-Detection-System harini2006b-arch/AI-vs-Human-Text-Detection-System Public

    AI vs Human text classification using ML models with feature engineering and confidence-based decision analysis

    Jupyter Notebook