#!/usr/bin/env python3
class Developer:
name = "Madhavan Singh Parihar"
role = "AI / ML Developer"
location = "India 🇮🇳"
stack = [
"Python", "C++", "TypeScript",
"PyTorch", "TensorFlow", "OpenCV",
"React", "Node.js", "Tailwind",
"Docker", "Kubernetes", "AWS"
]
interests = [
"Machine Learning",
"Deep Learning",
"Computer Vision",
"Full Stack Development"
]
print("Building intelligent systems.")
| 📡 Data Sources | ⚙️ Processing | 🧠 Model Training | 🚀 Deployment | 🌍 Applications |
|
Web Data |
NumPy |
PyTorch |
Docker |
AI Apps |
╔══════════════════════════════════════════════════════════════════════════╗
║ ║
║ ███╗ ███╗ █████╗ ██████╗ ██╗ ██╗ █████╗ ██╗ ██╗ █████╗ ███╗ ██╗ ║
║ ████╗ ████║██╔══██╗██╔══██╗██║ ██║██╔══██╗██║ ██║██╔══██╗████╗ ██║ ║
║ ██╔████╔██║███████║██║ ██║███████║███████║██║ ██║███████║██╔██╗ ██║ ║
║ ██║╚██╔╝██║██╔══██║██║ ██║██╔══██║██╔══██║╚██╗ ██╔╝██╔══██║██║╚██╗██║ ║
║ ██║ ╚═╝ ██║██║ ██║██████╔╝██║ ██║██║ ██║ ╚████╔╝ ██║ ██║██║ ╚████║ ║
║ ╚═╝ ╚═╝╚═╝ ╚═╝╚═════╝ ╚═╝ ╚═╝╚═╝ ╚═╝ ╚═══╝ ╚═╝ ╚═╝╚═╝ ╚═══╝ ║
║ ║
║ M A D H A V A N ║
║ AI • MACHINE LEARNING ENGINEER ║
║ ║
║ 🤖 Neural Networks 🔬 Research & Development ║
║ 👁 Computer Vision 🚀 Production ML Systems ║
║ 💬 NLP / LLMs ☁ Cloud-Scale Deployment ║
║ 🌐 Full Stack Dev 🔧 Open Source Contributions ║
║ ║
║ "Intelligence is not about data alone — it's about asking ║
║ the right questions at the right time." ║
║ ║
╚══════════════════════════════════════════════════════════════════════════╝
| # | Project Domain | Status | Stack |
|---|---|---|---|
| 🧠 | LLM Fine-tuning Pipeline — Domain-specific instruction tuning | 🟢 Active | PyTorch · HuggingFace · PEFT |
| 👁 | Real-time Computer Vision — Object detection at the edge | 🟡 Research | OpenCV · YOLO · TensorRT |
| 🌐 | AI-powered Full Stack App — Intelligent user experiences | 🟢 Active | React · Node.js · OpenAI API |
| ☁ | ML Platform on K8s — Scalable model serving infrastructure | 🔵 Planning | Docker · Kubernetes · AWS |



