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thedeba/README.md
Banner Profile Views Typing Animation Status Location Open Source

DEBASHISH ROY

AI Engineer LLM Researcher Full Stack Developer Networking Specialist

🧬 WHO AM I

About Me 
$ whoami
debashish_roy
$ cat bio.txt
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🎓 Computer Science & Engineering Graduate
🧠 AI/ML Specialist • LLM Researcher • NLP Enthusiast
💻 Full Stack Developer • System Architect
🌐 ISP Infrastructure & Networking Expert
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

I architect intelligent systems that bridge the gap between human cognition
and machine intelligence. From building conversational AI from scratch to
optimizing network infrastructure for 100+ users, I thrive on solving complex
challenges at the intersection of AI, web development, and networking.

My mission: Build scalable, intelligent systems that make a real impact.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

⚡ CURRENT FOCUS

Current Focus 
📁 Current Projects:
    "🧠": "Conversational AI from Scratch",
    "🌐": "Hyperlocal Social Network",
    "📡": "ISP Infrastructure Optimization",
    "💳": "Digital Banking System"
🔬 Researching:
   • LLM Fine-tuning
   • Neural Architecture Search
   • Multi-modal AI Systems
🛠 Building:
   • Scalable AI Pipelines
   • Real-time Networking Solutions
   • Next-gen Web Applications

🛠 TECH ARSENAL

Tech Stack

💻 Programming & AI

Python PyTorch TensorFlow Hugging Face Scikit-Learn Java C++

🌐 Web Development

React Next.js Node.js JavaScript Spring REST API

🗄 Databases & Cloud

MySQL Firebase AWS Docker

🌍 Networking & Infrastructure

MikroTik Starlink Linux Networking

🚀 FEATURED PROJECTS

Featured Projects

🧠 Conversational AI From Scratch

Building a complete AI system from the ground up:

  • Natural Language Understanding (NLU)
  • Intent Classification & Entity Recognition
  • Dialogue Management System
  • Memory & Context Handling
  • Text-to-Speech & Speech-to-Text
  • Multi-turn Conversations

🔧 Tech Stack: PyTorch, Transformers, spaCy, NLTK, Whisper, FastAPI, Docker

🌐 Hyperlocal Social Network

Real-time geo-based community platform:

  • Local Feeds & Marketplace
  • Event Board & Community Alerts
  • AR Integration
  • Real-time Messaging
  • Location-based Services

🔧 Tech Stack: React, Next.js, Node.js, WebSocket, PostgreSQL, Redis, Socket.io

📡 ISP Infrastructure Optimization

Enterprise-grade network solutions:

  • Starlink Internet Systems
  • MikroTik Router Configurations
  • Bandwidth Optimization (100+ users)
  • Secure Network Automation
  • Load Balancing & Failover

🔧 Tech Stack: MikroTik, Starlink, Python, Ansible, Grafana, Prometheus

💳 iBank – Digital Banking System

Secure fintech web application:

  • Transaction Management
  • Scalable Backend Architecture
  • Real-time Analytics
  • Secure Authentication
  • Compliance & Audit Trails

🔧 Tech Stack: React, TypeScript, Spring Boot, Java, PostgreSQL, Redis, Docker, Kubernetes

📊 GITHUB ANALYTICS

GitHub Analytics
GitHub Streak GitHub Contribution Graph

🧠 AI/ML EXPERTISE

AI/ML Expertise

🤖 Machine Learning

  • Supervised Learning

  • Unsupervised Learning

  • Reinforcement Learning

  • Deep Learning

  • Neural Networks

  • Transfer Learning

🗣️ NLP & LLMs

  • Text Classification

  • Named Entity Recognition

  • Sentiment Analysis

  • Language Models (GPT, BERT)

  • Text Generation

  • Question Answering

🎯 AI Applications

  • Conversational AI

  • Recommendation Systems

  • Computer Vision

  • Predictive Analytics

  • Anomaly Detection

  • Time Series Forecasting

📚 CURRENTLY LEARNING

Currently Learning
Advanced LLM MLOps Web3 Edge Computing Cybersecurity

� INTERESTS & PASSIONS

Interests 
Core_Interests:
  - Artificial Intelligence & Machine Learning
  - Large Language Models & NLP
  - Open Source Contribution
  - Robotics & Automation
  - Web Development
  - System Design & Architecture

Research_Areas:
  - Multi-modal AI Systems
  - Neural Architecture Search
  - Efficient Model Deployment
  - Federated Learning
  - Explainable AI

🎮 FUN FACTS

Fun Facts
Coding GIF
  • 🧠 I believe AI will solve humanity's greatest challenges
  • 🌙 I do my best coding at night
  • 🎯 I'm obsessed with optimization and efficiency
  • 📚 I read research papers for fun
  • 🤖 I've built AI systems that can hold conversations
  • 🌐 I've optimized networks for 100+ concurrent users
  • 💡 I turn coffee into code and ideas into reality

💬 QUOTE OF THE MOMENT

Quote
Quote

🌐 CONNECT WITH ME

Connect

🤝 SUPPORT & COLLABORATION

Support

Open to Collaboration Open Source

Looking for collaborators on AI/ML projects, open-source contributions, and innovative tech solutions. Let's build something amazing together!

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Footer Animation

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⚡ Powered by Intelligence ⚡

© 2024 Debashish Roy

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