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ashoka0402/README.md

👋 Hi, I'm Harshit Singh

🚀 AI/ML Engineer | Systems Architect | Open Source Contributor

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🎯 About Me

class HarshitSingh:
    def __init__(self):
        self.role = "AI/ML Engineer & Systems Architect"
        self.education = "B.Tech CSE @ BVDUCOE Pune (CGPA: 8.04)"
        self.location = "Pune, Maharashtra, India"
        self.current_focus = ["Deep Learning", "LLMs", "Distributed Systems"]
        self.achievements = {
            "hackathons": ["Smart India Hackathon 2024 Finalist",
                          "PAN-IIT Imagine Hackathon 2025 Finalist"],
            "competitive_programming": {
                "codeforces": "1200+",
                "leetcode": "1600+"
            },
            "open_source": "CERN HSF & GSoC-Affiliated Contributor"
        }
    
    def get_current_work(self):
        return [
            "🔬 Contributing to CERN HSF scientific computing projects",
            "🤖 Building LLM-powered automation systems",
            "🧠 Researching advanced computer vision & NLP architectures",
            "⚡ Designing high-performance distributed systems"
        ]
    
    def get_expertise(self):
        return {
            "ai_ml": ["PyTorch", "TensorFlow", "Transformers", "OpenCV", "Scikit-learn"],
            "backend": ["Node.js", "Next.js", "Microservices", "REST APIs", "WebSockets"],
            "databases": ["MongoDB", "PostgreSQL", "Redis", "Firebase"],
            "devops": ["Docker", "Linux", "Git", "CI/CD"],
            "languages": ["Python", "C++", "JavaScript", "TypeScript", "Java"]
        }

🏆 Achievements & Recognition

🎖️ Achievement 📊 Impact
Smart India Hackathon 2024 🥈 Finalist among 15,000+ teams nationwide
PAN-IIT Imagine Hackathon 2025 🥈 Finalist - Led cross-functional engineering team
CERN HSF Open Source 🔬 10+ merged PRs across 50K+ LOC scientific codebases
Competitive Programming 💻 Codeforces 1200+ • LeetCode 1600+ • Regular Contests
Production Systems ⚡ Built systems processing 250+ jobs/day with 99% uptime

🚀 Featured Projects

🤖 SaaS Automation Builder - Production AI Workflow Engine

Event-driven multi-tenant automation platform with LLM-powered workflow generation

  • 🎯 Processes 250+ automated jobs per day with p99 latency <100ms
  • 🧠 LLM-assisted workflow creation reducing manual setup time by 40%
  • 🔐 Multi-tenant RBAC with PostgreSQL isolation across 15+ organizations
  • ⚡ Fault-tolerant execution engine achieving 99% successful job completion
  • 🏗️ Built with: Next.js 14 Bun Clerk Auth Neon Postgres OpenAI API Stripe

Key ML Features:

  • Natural language to workflow conversion using GPT-4
  • Intelligent error detection and auto-recovery suggestions
  • Predictive scheduling based on historical execution patterns

🔧 MiniGit - ML-Enhanced Version Control System

Lightweight distributed VCS with AI-powered commit intelligence

  • 📦 Manages 20K+ objects with O(1) SHA-1 hash lookups
  • 💾 Zlib compression achieving ~35% storage reduction via content deduplication
  • 🌳 Commit DAG supporting efficient traversal over 6K+ commits
  • 🤖 LLM-powered commit summarization reducing manual effort by 40%
  • 🛠️ Built with: C++ File Systems DAGs NLP OpenAI API

ML Integration:

  • Automatic commit message generation from code diffs
  • Semantic code change analysis using transformer models
  • Intelligent merge conflict prediction

Distributed Rate Limiter - High-Performance Traffic Control

Redis-backed rate limiting system with ML-based anomaly detection

  • 🚦 Enforces limits on 4K+ requests/minute with O(1) token bucket validation
  • ⏱️ Deployed across 3 microservices with p99 overhead <7ms
  • 🛡️ Blocks 80%+ burst traffic during DDoS-like spikes
  • 📊 ML-powered anomaly detection for traffic pattern analysis
  • 🏗️ Built with: Node.js Redis Distributed Systems TensorFlow

Advanced Features:

  • Real-time traffic pattern learning using time-series analysis
  • Adaptive rate limiting based on historical request patterns
  • Automated threat detection with minimal false positives

🧠 AI/ML Expertise

Deep Learning & Neural Networks

Computer Vision & NLP

MLOps & Deployment


💻 Tech Stack

🔥 Languages

🌐 Backend & Systems

🗄️ Databases

🎨 Frontend & Tools


🔬 Current Focus Areas

🧠 Deep Learning Research

  • Advanced transformer architectures
  • Computer vision for real-time systems
  • Neural architecture search (NAS)
  • Model compression & quantization
  • Transfer learning optimization

⚡ Production ML Systems

  • LLM fine-tuning & deployment
  • Real-time inference optimization
  • MLOps pipeline automation
  • Distributed training systems
  • Edge AI & model optimization

📊 GitHub Analytics

GitHub Streak
Contribution Graph

🏅 Coding Profiles & Achievements

Platform Rating Badge
LeetCode 1600+
Codeforces 1200+
GitHub Active Contributor

🎓 Education & Coursework

🎓 B.Tech in Computer Science & EngineeringExpected 2027
Bharati Vidyapeeth (DU) College of Engineering, PuneCGPA: 8.04/10

📚 Relevant Coursework:

  • Data Structures & Algorithms • Computer Networks • Operating Systems
  • Database Management Systems • Software Engineering • Machine Learning
  • Computer Vision • Natural Language Processing • Distributed Systems

💼 Professional Experience

🌍 Open Source Contributor – CERN HSF & GSoC-Affiliated Organizations

Remote2025

  • 🔬 Contributing to CERN's High-Energy Physics software stack using C++ and Python
  • 📝 10+ reviewed pull requests merged across 50K+ LOC scientific computing codebases
  • 🤝 Collaborating with international maintainers on performance optimization and feature development
  • ⚙️ Following CI/CD best practices with automated testing and code review workflows
  • 🎯 Focus areas: Scientific computing, distributed systems, and performance-critical algorithms

🌟 What I'm Currently Working On

const currentProjects = {
  learning: [
    "🔥 Advanced PyTorch techniques for production ML",
    "🤖 Large Language Model fine-tuning & optimization",
    "📱 React Native for cross-platform AI applications",
    "🧪 Generative AI architectures (GANs, Diffusion Models)"
  ],
  building: [
    "🎯 ISL (Indian Sign Language) Translation System using Computer Vision",
    "⚡ Real-time object detection pipeline with YOLO & TensorRT",
    "🧠 Custom transformer architecture for domain-specific NLP",
    "🌐 Scalable microservices architecture with ML inference endpoints"
  ],
  contributing: [
    "🔬 CERN HSF scientific computing projects",
    "💻 Open source ML libraries and frameworks",
    "📚 Technical documentation for AI/ML tools"
  ]
};

🎯 Highlighted Projects & Impact

Project Technology Stack Impact Metrics
SaaS Automation Platform Next.js, LLMs, PostgreSQL 250+ jobs/day, 99% uptime
MiniGit VCS C++, NLP, File Systems 20K+ objects, 35% storage saved
Rate Limiter Service Node.js, Redis 4K+ req/min, <7ms p99 latency
ISL Translation PyTorch, OpenCV Real-time inference at 30 FPS

🤝 Let's Connect & Collaborate


💡 Fun Facts

fun_facts = {
    "motto": "I'm a proud jack of all trades — on a mission to master them all",
    "coding_style": "Clean, efficient, and well-documented",
    "debug_method": "Rubber duck debugging + strategic print statements",
    "favorite_tech": "Anything that makes systems faster and smarter",
    "current_obsession": "Building AI that actually solves real problems",
    "ask_me_about": ["OpenCV", "Matplotlib", "System Design", "Competitive Programming"]
}

🎮 GitHub Trophies

GitHub Trophies

💭 Quote I Live By

Random Dev Quote

⚡ Quick Stats

Profile Summary

🚀 "Building the future, one algorithm at a time"

@ashoka0402's activity is private