VRUSHAL
PATIL
About Me
Education
Vishwakarma Institute of Technology, Pune
B.Tech in Artificial Intelligence and Data Science
Location
Front of Stanza Living syzran house, Bakul Nagar, Bibwewadi, Pune
Who I Am
I'm an AI & Systems Developer passionate about building scalable solutions that push the boundaries of what's possible. Currently pursuing my B.Tech in AI & Data Science at VIT Pune.
My expertise lies in multi-agent AI systems, real-time video streaming infrastructure, and optimizing large language models for production use. I love turning complex problems into elegant, efficient solutions.
Work Experience
PTC Inc.
Software Engineering Intern
- ▹Built a multi-agent AI system (LangChain) for autonomous task routing across Snowflake + PostgreSQL.
- ▹Added Redis intelligent caching cutting LLM calls by 60–90% and reducing latency to 10–50ms (cache hits).
- ▹Optimized pipelines over 1.15M tokens / 219 API calls, delivering 4.8× faster responses.
- ▹Developed MCP servers for database connectivity, and facility to accommodate 3rd party servers.
- ▹Implemented session memory + summarization for scalable multi-tenant deployments.
OneShot Technologies
Founding Engineer
- ▹Led end-to-end development of a scalable video monitoring platform integrating multi-brand IP cameras using RTSP→WebRTC (go2rtc).
- ▹Architected core system infrastructure (Edge Gateway + VPN), enabling secure, real-time streaming across 10+ remote sites with zero public exposure.
- ▹Established foundational backend systems (Flask, MongoDB), access control, and deployment workflows, contributing to 0 recurring software cost via open-source stack.
- ▹Drove early-stage product decisions, technical architecture, and deployment strategy as part of the founding team.
My Projects
Multi-Agentic AI Orchestration Network
PTC
- ◆Designed scalable agent orchestration layer with cross-DB reasoning.
- ◆Achieved 801× speedup on cached queries (31.9s→0.03s).
- ◆Reduced embedding latency from 67s→sub-second using semantic caching.
Metro Station Safety Surveillance
PUNE MAHAMETRO
- ◆Developed a real-time surveillance pipeline achieving 95% accuracy for platform and escalator safety monitoring.
- ◆Containerised and deployed the inference service to process CCTV feeds and trigger automated alerts.
Multi-Brand Camera Integration System
Vishwakarma Institute of Technology
- ◆Built a scalable live-streaming platform integrating multi-brand IP cameras using RTSP→WebRTC conversion (go2rtc).
- ◆Reduced bandwidth usage by~60% via dual-stream optimization; supported real-time 4K streaming.
- ◆Implemented secure VPN (WireGuard/Tailscale) with zero public exposure and end-to-end encryption.
Cyberbullying Detection
Vishwakarma Institute of Technology
- ◆Benchmarked 9 ML classifiers on Twitter cyberbullying data.
- ◆Bagging Classifier achieved best accuracy (92.92%) and F1 (94.5%).
- ◆Published in Springer LNNS, ICTIS 2024 (Scopus-indexed).
Skin Cancer Detection using Machine Learning
Vishwakarma Institute of Technology
- ◆Developed an early-stage skin disease detection system using ML to assist in diagnosing conditions that are difficult to identify with the naked eye.
- ◆Addresses the shortage of dermatologists, especially in rural areas, by providing automated preliminary screening.
- ◆Uses image-based analysis for accurate, early, and objective diagnosis to overcome disadvantages of traditional visual examination.
Tech Stack
Languages
AI / LLM Systems
Backend & Data
ML / CV
DevOps & Systems
Achievements & Awards
Runner-Up at HackMITWPU'24 for an advanced video analytics solution with Maha-Metro
Published a peer-reviewed research paper in Springer Proceedings (ICTIS 2024)
Patent granted for an innovative video surveillance system
Led and mentored teams in hackathons and academic projects
