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04Nitish/README.md

Hey there 👋, I'm Marikanti Nitish

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👨‍💻 About Me

🎓 B.Tech in Artificial Intelligence & Machine Learning (2023–2027)
📍 Based in Hyderabad, India 🇮🇳
💡 Passionate about solving real-world problems using ML & AI
🛠️ Skilled in backend systems and smart UI/UX for ML apps
🎯 Hackathon participant, builder, and lifelong learner

🚀 Projects That Define Me

🌸 IrisPredictor

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

  • 🔍 Features: Petal & Sepal classification
  • 🧠 Models: Scikit-learn
  • 🌐 Tech: Django + Tailwind CSS + Matplotlib

💊 DrugPredictor

Predicts drugs based on user health input

  • 💉 Features: Age, BP, Cholesterol, Na/K Ratio
  • 🤖 Models: Decision Tree, Random Forest, XGBoost
  • 🛠️ Tech: Django + Streamlit + Pandas

🛡️ DetectAI

Detects deepfakes with AI to ensure media authenticity

  • 🧠 Tech: DeepFace, OpenCV, CNN
  • 📦 Upload UI + confidence feedback
  • 🌐 Built with Django + DL models

🧰 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

🔬 Currently Exploring

  • 🤖 Deep Learning: CNNs, Transformers
  • 🧠 YOLOv8 and real-time object tracking
  • 📈 Building full-stack ML dashboards
  • 💬 Smart Campus tools using AI for education

📊 GitHub Stats

📊 GitHub Stats

⏳ GitHub Activity Timeline

⚡ Fun Hackathon Build

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

🤝 Let's Connect

🏁 Thanks for Visiting

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

“Code not just to function, but to solve real-world problems beautifully.” 🌍
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 — all through a sleek,…

    HTML

  2. DrugPredictor DrugPredictor Public

    DrugPredictor 💊 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, s…

    Jupyter Notebook

  3. IrisPredictor IrisPredictor Public

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

    Jupyter Notebook

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

    🧠 Real-time object detection using YOLOv8 🚀 | Python + OpenCV 🎥 | Detect objects live via webcam 🎯

    Python