Initializing
1 Yr Production · Open to Senior Roles
Building AI That
Ships to Production.

Shubham Kulkarni — AI Engineer at Arya Omnitalk, Pune. 1 year shipping production Computer Vision & GenAI on India's live highway infrastructure, processing 50K+ events daily at 95% accuracy and 99.9% uptime.

1 Yr
Production Exp.
50,000+
Events / Day
95%
Model Accuracy
99.9%
System Uptime
Shubham Kulkarni — AI Engineer, Computer Vision & GenAI, Pune

Shubham Kulkarni

AI Engineer · 1 Yr Production · Pune
About

1 Year. Real Systems.
Proven Impact.

I'm Shubham Kulkarni — AI Engineer at Arya Omnitalk Wireless Solutions, Pune, where I own end-to-end production Computer Vision & Generative AI systems powering India's national highway infrastructure. My VIDES system processes 50K+ ANPR events/day via YOLOv8 + TensorRT at 12ms latency; the ATMS forensic re-ID pipeline serves 150K+ vehicle queries/day through FAISS IVF — 30× faster than baseline — all at 99.9% uptime.

Beyond CV, I architect LangGraph RAG pipelines with hybrid BM25+RRF retrieval, deploy models on NVIDIA Jetson edge hardware, and run full MLOps stacks with FastAPI, Docker, and CI/CD. Previously: AIR 1 SIH 2023 National Champion — IBM India NLP intern — MathWorks CV intern — B.E. E&TC, SPPU 2025.

Production AI SystemsComputer VisionGenerative AIRAG & LangGraphEdge InferenceMLOpsAgentic AITensorRTFAISS Vector SearchFull Stack AI
📅
1 Yr
Production Experience
🚦
50,000+
ANPR Events / Day
🎯
95%
CV Model Accuracy
12ms
Inference Latency
🚗
150K+
Forensic Queries / Day
☁️
99.9%
Production Uptime
Career

Professional Experience

1 year shipping production AI at Arya Omnitalk — preceded by IBM, MathWorks, and a national hackathon win.

Aug 2025 — Present
1 YR PRODUCTION

AI Engineer — Computer Vision & Generative AI

Arya Omnitalk Wireless Solutions Pvt. Ltd. · Pune, Maharashtra

Full ownership of production AI systems powering India's national highway ATMS & VIDES infrastructure:

  • Designed & deployed VIDES multi-camera vehicle detection system — YOLOv8 + ByteTrack on RTSP streams, TensorRT-optimized to 12ms inference latency, processing 50,000+ vehicles/day across 7 classes with zero-duplicate tracking.
  • Engineered ATMS vehicle forensic re-identification pipeline — OSNet + FAISS IVF-PQ indexing serving 150,000+ daily queries at <100ms search latency, 30× faster than baseline.
  • Built RAG document intelligence platform using LangGraph + hybrid FAISS BM25 RRF retrieval for internal knowledge management, reducing manual lookup time by 70%.
  • Deployed on NVIDIA Jetson & Rockchip edge hardware with ONNX Runtime; maintained 99.9% uptime across all production systems.
  • Implemented end-to-end MLOps pipeline: FastAPI inference servers, Docker containerization, CI/CD automation, and Prometheus monitoring.
On-site · Full-timeProduction AIComputer VisionEdge AIGenAI / RAGMLOps
Oct — Dec 2024

Data Analytics Trainee

AICTE · VOIS for Tech · Vodafone Idea Foundation

Applied Large Language Models for agriculture analytics and scientific insight generation. Built scalable data pipelines processing large structured & unstructured datasets for AI-driven reporting.

RemoteLLMsData Analytics
Aug 2023 — Aug 2024

Campus Ambassador

GeeksforGeeks · Ahilyanagar

Led campus developer community — organized 5+ hackathons, coding contests & AI workshops. Grew active developer base, mentored juniors on data structures, algorithms, and competitive programming.

Part-timeCommunity & Leadership
Jun — Aug 2023

Artificial Intelligence Intern

IBM India Pvt. Ltd.

Developed NLP text classification models using transformer architectures (BERT, DistilBERT) on production-scale datasets — achieved 90% classification accuracy. Also built a Mental Health AI Tracker with VADER sentiment analysis and micro-anomaly detection for early burnout detection.

RemoteNLPTransformersInternship
May — Sep 2023

Computer Vision Intern

MathWorks · Ahilyanagar

Designed deep learning & image processing algorithms in MATLAB for industrial computer vision applications. Implemented CNN-based feature extraction pipelines and automated image analysis workflows.

On-siteComputer VisionMATLABInternship
2021 — 2025

B.E. Electronics & Telecommunication Engineering

Dr. VVP College of Engineering · Savitribai Phule Pune University (SPPU)

Graduated 2025. Core Committee Secretary. Deployed live Alumni Management Portal used by 500+ alumni. Led 6-member team to AIR 1 at Smart India Hackathon 2023 — national champion among thousands of teams.

Graduated 2025SPPUCore Committee
Tech Stack

Production Skills & Stack

Ordered by production use — from live highway AI vision systems to multi-agent LLM pipelines and edge hardware deployment.

Production Computer Vision

YOLOv8ByteTrackOpenCVRTSP StreamingKalman FilterOSNet Re-IDPyTorchPythonNumPyTensorFlow

Edge AI & Hardware Deployment

NVIDIA JetsonTensorRTONNX RuntimeTensorRT-LLMRockchip RK3588Raspberry PiArduinoPID Control

Generative AI · LLMs · Agents

LangGraphDSPyCompound AIHybrid RAG (BM25+RRF)Agentic AIvLLMOllamaFAISS IVFChromaDBRagas Evals

MLOps · DevOps · Cloud

DockerFastAPITriton Inference ServerCI/CDLinuxAWS IoTPrometheusKubernetesStreamlitGit

Data, Vector DBs & Caching

FAISS (IVF-PQ)PostgreSQLRedis CacheVector DBsSQLite WALMongoDBMySQL / MSSQL

Full Stack & API Development

FastAPIDjango 5.2DRFFlaskpywebviewJavaScript (ES6+)HTML5 / CSS3REST APIsWebSocketsJWT Auth
Work

Production Systems &
Featured Projects

Production-first ordering — Arya Omnitalk highway AI systems lead, followed by GenAI platforms, full-stack apps, IoT systems, and open-source tools.

🏭 Production

VIDES — Vehicle Detection & Tracking System

The production backbone of India's highway ATMS at Arya Omnitalk. Multi-camera RTSP stream processing with YOLOv8 + ByteTrack + Kalman filtering for zero-duplicate vehicle tracking. Powers AI training dataset generation for 7 vehicle classes across live highway infrastructure.

50K+Vehicles / Day
12msTensorRT Latency
7Vehicle Classes
99.9%Uptime
YOLOv8ByteTrackTensorRTRTSPOpenCVNVIDIA JetsonPython
Production

ATMS Vehicle Forensic Re-Identification

Production vehicle forensic matching system at Arya Omnitalk. Pure in-memory, real-time architecture — OSNet deep appearance features + FAISS IVF-PQ indexing for sub-100ms identity search. No database required. Handles 150,000+ cross-camera forensic queries daily.

150K+Queries / Day
<100msSearch Latency
30×Faster Retrieval
PyTorchYOLOv5FAISS IVF-PQOSNetFastAPIONNX
Open Source

Data Annotation Platform for CV

Local-first, end-to-end Computer Vision dataset development platform designed for fast, model-assisted annotation. Auto-annotates 100,000 images in 30 mins on NVIDIA Orin NX 16GB. Features YOLOv8/11/26 auto-labeling, bbox & polygon instance segmentation, 5-point dataset QA, and in-browser model fine-tuning with live SSE logs.

100K / 30mOrin NX 16GB
BBox + PolygonInstance Seg
End-to-EndQA to Fine-Tuning
PythonFlaskYOLOv8YOLO11PyTorchOrin NXDataset QASSE Logs
Live

OmniSight — Multi-Modal Incident Intelligence

Autonomous multi-modal AI incident intelligence fabric ingesting high-velocity signals from IoT sensors, IP cameras, and microphones. An Agentic Workflow Engine correlates anomalies in real-time and generates safety guardrails — no human-in-the-loop required for routine incidents.

Multi-ModalIoT + Vision + Audio
AgenticAuto-Investigation
FastAPILangGraphAgentic AIRAGFAISSDocker
New

DocuAI Studio v3.1 — Production RAG Platform

Production-grade Document AI + Hybrid RAG platform with FAISS + BM25 + Reciprocal Rank Fusion retrieval, streaming Q&A, knowledge graph explorer, and analytics dashboard. Multi-format ingestion — PDF, DOCX, XLSX, images & web URLs. 40+ REST API endpoints.

40+API Endpoints
Hybrid RRFFAISS + BM25
StreamingQ&A Interface
LangGraphFAISS IVFBM25FastAPIOllamaDockerRagas
New

CivicMind — AI Smart City Decision Intelligence

Enterprise-grade Multi-Agent AI decision intelligence platform acting as a smart city brain. Uses Gemini 2.5 orchestration to assess risks across domains, run a digital twin simulator, and generate Explainable AI (XAI) policy recommendations for city planners.

4Specialized AI Agents
XAIExplainable Decisions
Digital TwinSimulation
Gemini 2.5Vertex AILangGraphFastAPINext.js 14Docker
New

KeyFlow AI — 10-Agent Typing Studio

Local-first adaptive typing trainer & arcade built with a 10-agent deterministic AI architecture — no cloud dependencies. Sub-millisecond telemetry engine, O(1) DOM mutations, real-time ghost racing, Web Audio DSP synthesis, and space combat. Packaged as an 18 MB standalone .EXE via PyInstaller.

10-AgentDeterministic AI
<1.2msO(1) Latency
18 MBOffline Binary
Python 3.11pywebviewJavaScriptSQLite WALWeb Audio DSPPyInstaller
🏆 AIR 1 · SIH 2023

Smart Irrigation System — National Champion

IoT + AI precision agriculture system — real-time soil moisture sensors + weather API data processed by an ML irrigation optimization model. Achieved 30% water savings. Led 6-member team to AIR 1 at Smart India Hackathon 2023 — best solution from thousands of teams across India.

30%Water Reduction
🏆 AIR 1SIH 2023
Real-timeIoT + ML
PythonRaspberry PiScikit-learnAWS IoTMQTTFlask
Live

Alumni Management Portal

Full-stack role-based alumni networking platform deployed at Dr. VVP COE. 164+ commits, 4 role dashboards (Alumni, Mentor, Coordinator, Admin), JWT authentication, mock data fallback, XSS/CSRF protection. Production-deployed and serving 500+ alumni.

19DB Models
50+REST Endpoints
4Role Dashboards
Django 5.2DRFPostgreSQLJWTES6REST APIs

Mental Health AI Tracker — IBM India

NLP-powered mood detection from free-form journal text — built during IBM India internship. VADER sentiment analysis + micro-anomaly detection for early burnout signals. Trend visualization dashboard with 90% classification accuracy and <100ms inference.

90%NLP Accuracy
<100msInference
PythonNLTKVADERTransformersFlaskChart.js
Live

AI E-Waste Management System

IoT smart bin network with AI device classification, GPS tracking, ultrasonic weight/fill sensors, real-time analytics dashboard, and citizen mobile engagement. Reduces collection costs by 40% via AI-optimized routing. Winning SIH 2023 project.

40%Cost Reduction
60%Efficiency Gain
ESP32DjangoAWS IoTMQTTReactGPS

Real-Time Multi-Object Detection

Multi-class real-time object detection & tracking on live video streams using Python + OpenCV. Bounding box visualization, class labeling, and FPS-optimized pipeline. Open-source reference implementation.

PythonOpenCVYOLOv5NumPy

Autonomous Line Following Robot

Autonomous robot with PID control algorithm — Arduino Mega microcontroller, 5-channel IR sensor array, dual H-bridge motor driver. Interrupt-driven path detection achieving high-speed stable tracking on dynamic track layouts.

Arduino MegaC++PID ControlIR SensorsMotor Driver
Live

This Portfolio — AI Engineer Showcase

SEO-optimized, mobile-first AI Engineer portfolio with dark mode, interactive 3D WebGL particle canvas, JSON-LD structured data, GSAP scroll animations, project category filtering, and 1-click clipboard email — built with zero frameworks, pure Vanilla HTML/CSS/JS.

HTML5Vanilla CSS3JavaScriptGSAP 3JSON-LD SEOCanvas API
Recognition

Awards & Milestones

National hackathon champion, global finalist, university topper — and 1 year of production AI shipped.

🏭 1 Year · Production AI

AI Engineer — Arya Omnitalk Wireless Solutions

VIDES + ATMS Highway AI · Pune, India

Aug 2025 — Present. Delivered mission-critical Computer Vision and GenAI systems at 99.9% uptime — 50K+ ANPR events/day, 150K+ forensic vehicle queries/day, 12ms inference latency on production edge hardware.

🥇 AIR 1 · National Champion

Smart India Hackathon 2023

AI E-Waste Management System · Government of India

Led a 6-member team to national victory — ranked #1 from thousands of competing teams across India. Government of India's premier student hackathon for solving real national challenges.

🥈 University Rank 2

SPPU Startup Olympiad 2025

AI Smart Irrigation System — Precision Agriculture

University-level runner-up for AI-driven predictive irrigation model. IoT sensor fusion + ML water optimization achieving 30% water reduction for smallholder farmers.

🏅 Runner-Up · Global

TIAA Global AI Hackathon

AI Investment Intelligence Platform

Global runner-up with risk-based financial scoring engine and AI portfolio recommendations. Competed against international teams in TIAA's enterprise AI challenge.

Certifications

Certifications & Continuous Learning

Verified credentials from Microsoft, MathWorks, ISRO and top industry platforms — building on production experience with structured learning.

🤖
Career Essentials in Generative AIMicrosoft + LinkedIn Learning
2024
🧠
Deep Learning OnrampMathWorks
2024
📊
Statistics OnrampMathWorks
2024
🐍
Python ProgrammingGUVI
2023
🛰️
Geodata Processing with PythonISRO
2023
🌐
GNSS — Satellite NavigationISRO
2023
📈
Advanced ExcelMKCL
2023
⚙️
Industrial ElectronicsYash Infotech
2023
Hire Me

Ready for Your Next AI Challenge

Available for Senior AI Engineer roles, production system consulting, and computer vision & GenAI project collaborations.

Let's Work Together

I'm open to Senior AI Engineer roles, freelance Computer Vision & GenAI consulting, and production AI system collaborations. Based in Pune — open to remote and hybrid. Typically respond within 24 hours.