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║ NAME: Vrushal Patil ║
║ CLASS: ML & Agentic AI Developer ║
║ LEVEL: B.Tech AI & DS (VIT Pune) ║
║ HP: CGPA: 9.06 ║
║ LOCATION: Pune, Maharashtra ║
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Active Quest: Building Multi-Agent AI Systems
| Skill | Effect |
|---|---|
| Multi-Agent Orchestration | LangChain-powered autonomous routing across Snowflake + PostgreSQL |
| Semantic Caching | 801× speedup (31.9s → 0.03s) via Redis caching |
| LLM Optimization | 60-90% fewer API calls, 10-50ms latency on cache hits |
| Token Efficiency | Processed 1.15M+ tokens / 219 API calls, 4.8× faster |
| MCP Servers | Built plug-and-play Model Context Protocol servers |
| Session Memory | Multi-tenant deployments with summarization |
Main Quest: Video Monitoring Platform
| Achievement | Description |
|---|---|
| RTSP→WebRTC | Multi-brand IP camera integration using go2rtc |
| Edge Gateway | VPN-secured infrastructure for 300+ remote sites |
| Real-time Streaming | Secure, zero public exposure, E2E encrypted |
| Cost Reduction | $0 licensing via open-source stack |
LangChain • Redis • PostgreSQL • MCP
[████████████] 100% COMPLETE
> Designed autonomous task routing
> 801× query speedup via semantic caching
> 4.8× faster responses through prompt compression
> 92% cache hit rate
Python • LangChain • ChromaDB • OpenAI Embeddings
[██████████ ] 80% COMPLETE
> Auto-generates Selenium test scripts from natural language
> Hybrid retrieval: semantic (dense) + keyword (BM25)
> 60-90% cost reduction on LLM inference
> 10-100× faster responses
Python • Scikit-learn • NLP • Render/Vercel
[████████████] 100% COMPLETE
> Benchmarked 9 ML classifiers on Twitter data
> Bagging Classifier: 92.92% accuracy, 94.5% F1
> Deployed real-time detection web app
> 📖 Published in Springer LNNS (ICTIS 2024, Scopus-indexed)
YOLO • OpenCV • RTSP • WebRTC
[████████████] 100% COMPLETE
> Real-time 4K streaming across 10+ sites
> 60% bandwidth reduction via dual-stream
> 95% accuracy for safety monitoring
┌─────────────────────────────────────────────────────────────────┐
│ 📖 Published in Springer LNNS, ICTIS 2024 (Scopus-indexed) │
│ 🎓 Patent granted for innovative video surveillance system │
│ 🥈 Runner-Up at HackMITWPU'24 (Maha-Metro video analytics) │
│ 🎯 9.06 CGPA at Vishwakarma Institute of Technology │
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║ POWERED BY COFFEE ☕ & CURIOSITY 🔍 ║
║ Thanks for visiting! ║
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Join me on this adventure! 🌟