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Khiladi-786/README.md

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class NikhilMore:

    name     = "Nikhil More"
    location = "Mumbai, India 🇮🇳"
    degree   = "B.Tech CSE (AI/ML) · University of Mumbai · 2023–2027"
    mission  = "Build AI systems that fight cybercrime & empower India's tech ecosystem"

    stack = {
        "AI/ML"     : ["Scikit-learn", "TensorFlow", "YOLOv8", "SHAP"],
        "Vision"    : ["OpenCV", "Real-Time Detection", "YOLO Notebooks"],
        "Deploy"    : ["Flask", "Docker", "REST APIs"],
        "Languages" : ["Python", "SQL", "JavaScript", "HTML/CSS"],
    }

    currently = [
        "🧠  Mastering MLOps & Advanced model deployment",
        "🔐  Building explainable AI for cybersecurity",
        "🌍  Contributing to open-source (JdeRobot, public-apis)",
        "🧑‍🏫  Mentoring 50+ Students into open-source contributors",
    ]

    def __repr__(self):
        return f"AI Engineer passionate about real-world impact @ {self.location}"

🛠️ Tech Arsenal

Languages

Python SQL JavaScript HTML5 CSS3

AI · ML · Computer Vision

Scikit-learn TensorFlow OpenCV YOLOv8 SHAP Pandas NumPy

Deployment · DevOps · Tools

Flask Docker Git GitHub VS Code Jupyter


🚀 Featured Projects

Project Stack Metric
🔐 Phishing URL Detection Random Forest · SHAP · Flask · Docker 89.63% Acc · <100ms
🎯 Real-Time Object Detection YOLOv8 · OpenCV · Flask UI 29 Classes · Real-Time
📊 Customer Segmentation Engine Scikit-learn · Pandas · NumPy ML Clustering
🤖 Smart Study Agent AI Assistant · NLP Student-First

🔐 Phishing URL Detection System

Explainable AI defending India's internet users — in real time

 ✦  89.63% Accuracy     ·  Random Forest on 11,430 URLs
 ✦  SHAP Explainability  ·  Every decision is transparent & trustworthy
 ✦  < 100ms Inference    ·  Real-time URL scanning at scale
 ✦  Production-Ready     ·  Flask REST API + Docker containerization

Why it matters: Most phishing detectors are black boxes. This one tells you exactly which URL features triggered the alert — building trust in AI-powered cybersecurity.


🎯 Real-Time Object Detection System

29 object classes. Zero lag. Total situational awareness.

 ✦  YOLOv8 + OpenCV     ·  State-of-the-art real-time inference
 ✦  29 Object Classes   ·  Broad multi-category detection
 ✦  Flask Web UI        ·  Clean, browser-accessible interface

📊 Customer Segmentation Engine

Translating raw data into actionable business strategy

 ✦  ML Clustering       ·  Uncovers hidden customer behaviour patterns
 ✦  Marketing-Ready     ·  Insights that directly drive revenue
 ✦  Bridges             ·  Data Science ↔ Business Impact

🤖 Smart Study Agent

Your AI-powered personal tutor — making quality education accessible

 ✦  AI Assistant        ·  Summaries, notes, and study planning
 ✦  Student-First       ·  Designed for productivity, not complexity
 ✦  Mission             ·  Quality education for every student

📦 More Projects

Project Stack Highlight
📩 Email Spam Detection NLP · TF-IDF End-to-end text classification pipeline
🌾 Crop Recommendation Scikit-learn AI meets Indian agriculture
🚗 Car Price Prediction Regression ML Feature engineering + hyperparameter tuning
📈 Sales Forecasting ML · Analytics Data-driven marketing ROI

🌍 Open Source Journey

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

  🌱  First PR              →  first-contributions  (Mar 2026)

  🤖  Real-World PR         →  JdeRobot / PerceptionMetrics
                               Fix notebook errors & improve robustness
                               +34 / −15 lines  ·  7 comments received

  📦  Contributed To        →  public-apis repository

  📊  Activity              →  155 contributions in the last year
                               58 commits across 8 repos in March 2026 alone

  🎯  Next Goal             →  Help 50+ students land their first PR

  🌟  Vision                →  Build India's strongest AI/ML open-source community

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

JdeRobot/PerceptionMetrics — Fixed YOLO tutorial notebooks by handling NameError for undefined results, missing datasets, and broken dependencies. Improved usability for hundreds of developers globally.


💼 Experience

╔══════════════════════════════════════════════════════════════════╗
║  🏢  Data Science Intern      │  Code B Solutions               ║
║  🤖  AI Intern                │  Edunet Foundation              ║
║  📊  Data Science Intern      │  Oasis Infobyte                 ║
║  🎓  Google Student Ambassador│  Trained 50+ students           ║
║  📘  GFG Campus Mantri        │  GeeksforGeeks                  ║
║  🔬  C-DAC Ambassador         │  Centre for Advanced Computing   ║
╚══════════════════════════════════════════════════════════════════╝

👥 Community Impact

🧑‍🏫 Students Mentored 📊 Contributions (1yr) 🏛️ Ambassadorships ⚡ Commits in Mar '26
50+ 155 Google · GFG · C-DAC 58
  • 🎓 Google Student Ambassador — led hands-on GitHub & open-source workshops for 50+ students
  • 📖 GFG Campus Mantri — promoted free learning resources across campus
  • 🔭 Built a physics simulation tool to help students visualize real-world concepts
  • 🤝 Actively mentoring beginners through their first open-source contributions

📊 GitHub Stats


🏆 GitHub Achievements

Pull Shark Quickdraw YOLO Pair Extraordinaire


📚 Currently Learning

MLOps Advanced ML AI Deployment Open Source


💡 Open to collaborations on AI/ML projects, open source, and student mentorship!

"Every model trained is a step closer to a safer, smarter world."

Pinned Loading

  1. Phishing_Deployment Phishing_Deployment Public

    ML-based phishing URL detection using Random Forest, SHAP explainability, Flask API & Docker. Trained on 11,430 URLs with 89.63% accuracy.

    Python 1

  2. Real-Time-object-detection- Real-Time-object-detection- Public

    Real-time object detection web app powered by YOLOv8 — detects 80 COCO classes via image upload or live webcam. Deployed with Flask. Detected 29 objects in a single image with 92% confidence.

    Python 1

  3. customer-segmentation-dashboard customer-segmentation-dashboard Public

    Interactive ML dashboard for customer segmentation using K-Means clustering. Features real-time predictions, 5-cluster PCA visualization, automated marketing recommendations. Live on Streamlit Clou…

    Python 1