class NikhilMore:
"""
╔══════════════════════════════════════════════════════════════╗
║ मराठा योद्धा — MARATHA WARRIOR CODER ║
║ जय भवानी • जय शिवाजी • Jai Maharashtra ║
╚══════════════════════════════════════════════════════════════╝
"""
name = "Nikhil More"
heritage = "Proud Maratha — Mumbai, Maharashtra, India 🇮🇳"
degree = "B.Tech CSE (AI/ML) · University of Mumbai · 2023–2027"
mission = "Build AI systems that fight cybercrime & serve Bharat"
philosophy = "Like Shivaji Maharaj — win through strategy, not just force"
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"],
}
warrior_code = [
"🔥 Fight cybercrime with AI — defend the digital realm",
"🏰 Build systems as strong as Raigad Fort",
"⚔️ Strike with precision — 89.63% accuracy, <100ms speed",
"🌍 Train the next generation — 50+ mentored & counting",
]
def __repr__(self):
return "A Maratha coder — fearless, purposeful, serving Bharat through AI" ╭─────────────────────────────────────────────────────────────╮
│ │
│ "The strength of a warrior is not in his sword, │
│ but in his will." │
│ │
│ — Chhatrapati Shivaji Maharaj │
│ छत्रपती शिवाजी महाराज │
│ │
│ My sword → Code & Algorithms │
│ My will → Build AI to protect & empower India │
│ My fort → GitHub — battle-tested, open, unbreakable │
│ │
╰─────────────────────────────────────────────────────────────╯
Languages of Battle
AI · ML · Computer Vision — The Cavalry
Deployment · DevOps — The Fort's Walls
| Siege | Mission | Weapons | Victory |
|---|---|---|---|
| 🔐 | 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 | Scikit-learn · Pandas · NumPy | ML Clustering |
| 🤖 | Smart Study Agent | AI Assistant · NLP | Student-First |
Like a Maratha scout — detecting threats before they strike
⚔️ 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
The Warrior's Edge: Most detectors are blind. This one shows you exactly why a URL is flagged — explainable, trustworthy, battle-tested AI.
The eye of the eagle — 29 targets, zero escape
⚔️ YOLOv8 + OpenCV · State-of-the-art real-time inference
🏹 29 Object Classes · Broad multi-category detection
🏰 Flask Web UI · Clean, browser-accessible interface
Intelligence over brute force — Shivaji's way
🧠 ML Clustering · Uncovers hidden customer behaviour patterns
📈 Marketing-Ready · Insights that directly drive revenue
⚔️ Bridges · Data Science ↔ Business Impact
Empowering the next generation — one student at a time
📚 AI Assistant · Summaries, notes, and study planning
🎓 Student-First · Designed for productivity, not complexity
🌍 Mission · Quality education for every Indian student
| Campaign | Weapons | Victory |
|---|---|---|
| 📩 Email Spam Detection | NLP · TF-IDF | End-to-end text classification |
| 🌾 Crop Recommendation | Scikit-learn | AI for Indian agriculture |
| 🚗 Car Price Prediction | Regression ML | Feature engineering + tuning |
| 📈 Sales Forecasting | ML · Analytics | Data-driven marketing ROI |
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🌱 First Conquest → first-contributions (Mar 2026)
⚔️ Battle at JdeRobot → JdeRobot / PerceptionMetrics
Fix notebook errors & improve robustness
+34 / −15 lines · 7 comments received
🏰 Territory Claimed → public-apis repository
📊 Army Strength → 155 contributions in the last year
58 commits across 8 repos in March 2026 alone
🎯 Next Siege → Help 50+ students land their first PR
🌟 Kingdom Vision → Build India's strongest AI/ML open-source army
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
JdeRobot/PerceptionMetrics — Fixed YOLO tutorial notebooks by handling
NameErrorfor undefined results, missing datasets, and broken dependencies. Improved usability for hundreds of developers globally.
╔══════════════════════════════════════════════════════════════════╗
║ ⚔️ Data Science Intern │ Code B Solutions ║
║ 🤖 AI Intern │ Edunet Foundation ║
║ 📊 Data Science Intern │ Oasis Infobyte ║
║ 🎓 Google Student Ambassador│ Trained 50+ warriors ║
║ 📘 GFG Campus Mantri │ GeeksforGeeks ║
║ 🔬 C-DAC Ambassador │ Centre for Advanced Computing ║
╚══════════════════════════════════════════════════════════════════╝
| 🧑🏫 Warriors Trained | 📊 Contributions (1yr) | 🏛️ Kingdoms Served | ⚡ Battles in Mar '26 |
|---|---|---|---|
| 50+ | 155 | Google · GFG · C-DAC | 58 commits |
- 🎓 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
- 🤝 Mentoring beginners through their first open-source contributions
