· AI & Systems Developer
VRUSHALPATIL
Building the future with code, one algorithm at a time. Designing scalable AI systems and resilient architectures.
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Cumulative GPA
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Internships / Roles
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Major Projects
· About
Building systems that think.
Building the future with code, one algorithm at a time. I am an AI & Systems Developer driven by the challenge of creating intelligent solutions that bridge complex backend infrastructures and scalable machine learning models. Currently pursuing my B.Tech in Artificial Intelligence and Data Science at Vishwakarma Institute of Technology, Pune.
AI/MLSystems DesignBackendCloud
Education
Vishwakarma Institute of Technology, Pune
B.Tech in Artificial Intelligence and Data Science
Nov 2022 – May 2026CGPA: 9.06
· Experience
PTC Inc.
Software Engineering Intern
July 2025 - Present
- ▹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.
· Projects
Things I've built.
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.
PythonLangChainRedisSnowflakePostgreSQL
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.
YOLOOpenCVPython
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.
- ▹Designed cost-efficient deployment model achieving~50% hardware savings and 0 software licensing cost.
- ▹Enabled centralized monitoring across 10+ sites with role-based access and audit logging.
RTSPWebRTCgo2rtcWireGuardYOLO
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).
PythonScikit-learnNLPTF-IDF
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.
- ▹Aims to reduce diagnostic costs and provide timely medical intervention for skin diseases.
PythonMachine LearningCNNImage Processing
· Tech Stack
Tools I think in.
Languages
PythonJavaC
AI / LLM
LangChainRAGLLM OptimizationVector EmbeddingsSemantic SearchMCPMulti-Agent Systems
Backend & Data
RedisPostgreSQLSnowflakeSQLSession ManagementDistributed CachingRTSPWebRTC
ML / CV
CNNYOLOv8NLP
DevOps
DockerDocker ComposeAsync WorkflowsPerformance ProfilingTelemetry Logging
· Recognition
Milestones.
© 2026 Vrushal Patil· Made in Pune