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04Nitish/README.md

Hey there ๐Ÿ‘‹, I'm Marikanti Nitish

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๐Ÿ‘จโ€๐Ÿ’ป About Me

๐ŸŽ“ B.Tech in Artificial Intelligence & Machine Learning (2023โ€“2027)
๐Ÿ“ Based in Hyderabad, India ๐Ÿ‡ฎ๐Ÿ‡ณ
๐Ÿ’ก Passionate about solving real-world problems using ML & AI
๐Ÿ› ๏ธ Skilled in backend systems and smart UI/UX for ML apps
๐ŸŽฏ Hackathon participant, builder, and lifelong learner


๐Ÿš€ Projects That Define Me

๐ŸŒธ IrisPredictor

Real-time web app that predicts Iris flower species using ML

  • ๐Ÿ” Features: Petal & Sepal classification
  • ๐Ÿง  Models: Scikit-learn
  • ๐ŸŒ Tech: Django + Tailwind CSS + Matplotlib

๐Ÿ’Š DrugPredictor

Predicts drugs based on user health input

  • ๐Ÿ’‰ Features: Age, BP, Cholesterol, Na/K Ratio
  • ๐Ÿค– Models: Decision Tree, Random Forest, XGBoost
  • ๐Ÿ› ๏ธ Tech: Django + Streamlit + Pandas

๐Ÿ›ก๏ธ DetectAI

Detects deepfakes with AI to ensure media authenticity

  • ๐Ÿง  Tech: DeepFace, OpenCV, CNN
  • ๐Ÿ“ฆ Upload UI + confidence feedback
  • ๐ŸŒ Built with Django + DL models

๐Ÿงฐ Tech Stack

Category Tools
Languages Python, JavaScript, Java, SQL, C, HTML/CSS
Frameworks Django, Streamlit, Bootstrap, Tailwind CSS
ML/AI Scikit-learn, YOLOv8, OpenCV, DeepFace, TensorFlow
Tools Git, VS Code, Postman, Heroku, Render

๐Ÿ”ฌ Currently Exploring

  • ๐Ÿค– Deep Learning: CNNs, Transformers
  • ๐Ÿง  YOLOv8 and real-time object tracking
  • ๐Ÿ“ˆ Building full-stack ML dashboards
  • ๐Ÿ’ฌ Smart Campus tools using AI for education

๐Ÿ“Š GitHub Stats

๐Ÿ“Š GitHub Stats


โณ GitHub Activity Timeline



โšก Fun Hackathon Build

๐ŸŽฏ Face Biometric Attendance System
โ†’ Real-time face recognition and auto-attendance
โ†’ Admin dashboard + CSV export
โ†’ Built using Django, OpenCV, Deep Learning
โ†’ Created during a 36-hour hackathon!


๐Ÿค Let's Connect


๐Ÿ Thanks for Visiting

If you found my projects useful, feel free to star โญ them or reach out for collaboration!

โ€œCode not just to function, but to solve real-world problems beautifully.โ€ ๐ŸŒ
Build. Break. Learn. Repeat.


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  1. DetectAI DetectAI Public

    AI-powered platform to detect deepfake images and videos using advanced deep learning models. Ensures content authenticity, combats misinformation, and protects user identity โ€” all through a sleek,โ€ฆ

    HTML

  2. DrugPredictor DrugPredictor Public

    DrugPredictor ๐Ÿ’Š is an AI-powered web app built with Django + Machine Learning. It predicts suitable drugs based on a patient's health details like age, sex, BP, cholesterol, and Na/K ratio. Fast, sโ€ฆ

    Jupyter Notebook

  3. IrisPredictor IrisPredictor Public

    ๐ŸŒธ IrisPredictor is a smart Django web app that uses ๐Ÿง  machine learning to predict ๐ŸŒบ Iris flower species based on petal and sepal features. Simple, fast, and beautiful!

    Jupyter Notebook

  4. RealTime-ObjectDetect-YOLOv8 RealTime-ObjectDetect-YOLOv8 Public

    ๐Ÿง  Real-time object detection using YOLOv8 ๐Ÿš€ | Python + OpenCV ๐ŸŽฅ | Detect objects live via webcam ๐ŸŽฏ

    Python