Shubham Kulkarni

Shubham Kulkarni

About Shubham Kulkarni


I'm Shubham Kulkarni — an AI/ML Engineer building production-grade computer vision systems that process 50,000+ vehicles daily on Indian expressways. Currently at Arya Omnitalk, I architect real-time detection and tracking pipelines using YOLOv8, DeepSORT, and TensorRT on edge devices (Jetson Xavier), achieving 92% mAP at 10ms inference latency.

My engineering DNA bridges hardware and software — from designing PIC microcontrollers for IoT sensor networks to building scalable Django/React web platforms. I won AIR 1 at Smart India Hackathon 2023 and hold internship experience at IBM (NLP/AI) and MathWorks (MATLAB/ML). I specialize in taking AI models from Jupyter notebooks to production — optimizing inference, building data pipelines, and deploying at scale.

I'm passionate about solving complex real-world problems through AI, and I'm actively seeking opportunities at product-based companies where I can build impactful, scalable AI systems.

Core Competencies
  • Computer Vision & Object Detection
  • Edge AI & Model Optimization
  • Full-Stack AI Applications
  • IoT & Embedded Systems
  • MLOps & Production Deployment

Work Experience


My professional journey in technology, from internships to my current developer role.

Software Developer
Arya Omnitalk
Aug 2025 – Present

Building production-grade AI/ML systems for highway traffic management — vehicle detection processing 50,000+ vehicles/day with TensorRT-optimized inference at 12ms latency.

Read Case Study
YOLOv8 TensorRT OpenCV Python DeepSORT Jetson Xavier
Embedded Systems Engineer Intern
Emertxe Information Technologies
Feb 2024 – Apr 2024

Engineered a multi-mode state machine for PIC microcontrollers with 5 operational modes, improving mode-switching accuracy by 20%.

C Programming PIC Microcontroller PICsimlab Embedded C
AI/NLP Engineer Intern
IBM India Pvt. Ltd.
Jun 2023 – Aug 2023

Built an AI-powered Mental Health Tracker with NLP sentiment analysis achieving 90% accuracy in mood detection and <100ms API latency.

Read Case Study
Python NLP NLTK Scikit-learn Flask
Machine Learning Engineer Intern
MathWorks
May 2023 – Sep 2023

End-to-end AI workflow training in MATLAB — data preprocessing, model training, and evaluation. Earned 6 MathWorks certifications in ML, Deep Learning, and Image Processing.

MATLAB Deep Learning Signal Processing Image Processing
Software Developer
Arya Omnitalk
Aug 2025 – Present

Building AI/ML systems for highway traffic management — 50,000+ vehicles/day with 12ms latency.

YOLOv8 TensorRT Python OpenCV
Embedded Systems Engineer Intern
Emertxe Information Technologies
Feb 2024 – Apr 2024

Built multi-mode state machine for PIC microcontrollers, improving accuracy by 20%.

C Programming PIC Microcontroller Embedded C
AI/NLP Engineer Intern
IBM India Pvt. Ltd.
Jun 2023 – Aug 2023

Built AI Mental Health Tracker with 90% accuracy mood detection and <100ms API latency.

Python NLP NLTK Flask
Machine Learning Engineer Intern
MathWorks
May 2023 – Sep 2023

End-to-end AI in MATLAB. Earned 6 certifications in ML, Deep Learning, and Image Processing.

MATLAB Deep Learning Image Processing

Technical Skills


A showcase of my technical expertise, from programming languages to cloud technologies.

AI/ML & Computer Vision

PyTorch TensorFlow OpenCV YOLOv8 / Ultralytics TensorRT Scikit-learn Agentic AI RAG Pipelines LangChain Hugging Face Pandas / NumPy NLP / NLTK

Languages

Python JavaScript TypeScript C / C++ SQL HTML5 / CSS3

Web Frameworks & APIs

Django / DRF Flask FastAPI React.js Bootstrap 5 REST APIs

Databases & Storage

MySQL PostgreSQL MongoDB Redis ChromaDB

Cloud & DevOps

AWS (EC2, S3, Lambda) Docker Kubernetes Git / GitHub CI/CD (GitHub Actions) Linux

Embedded Systems & IoT

NVIDIA Jetson Raspberry Pi Arduino PIC Microcontroller MATLAB / Simulink

Developer Tools

Postman VS Code / Cursor Jupyter Notebook Shell Scripting Weights & Biases

Projects


Featured
VIDES: Vehicle Detection System

Production-grade vehicle detection processing 50K+ vehicles/day with YOLOv8 + ByteTrack. Multi-camera RTSP, TensorRT optimization (12ms latency), and zero-duplicate tracking.

SIH Winner
Smart Irrigation System

IoT-powered irrigation with AI-driven water optimization achieving 30% water savings. Raspberry Pi + soil sensors + weather APIs. AIR 1 at Smart India Hackathon 2023.

Live Demo
Alumni Management Portal

Scalable full-stack platform with Django + React, JWT auth, Redis caching, and WebSocket real-time messaging for 10K+ alumni network.

Download PDF
Mental Health AI Tracker

NLP-powered mood detection achieving 90% accuracy from free-form text. VADER sentiment analysis + Flask REST API at <100ms latency. Built at IBM.

Real-Time Object Detection

Multi-object detection and tracking system using Python + OpenCV with real-time video stream processing and bounding box visualization.

E-Waste Management System

IoT smart bins with AI device identification, GPS tracking, and real-time analytics. Reduced collection costs by 40% and increased efficiency by 60%.

Line Following Robot

Autonomous robot with PID control, Arduino Mega, and 5-channel IR sensor array. Real-time path detection with interrupt-driven motor control.

GitHub
Live
Portfolio Website

SEO-optimized portfolio with dark mode, animated backgrounds, and structured data. Built with HTML5, Bootstrap 5, and vanilla JS.

Education


BE in Electronics and Telecommunication
Dr. Vithalrao Vikhe Patil College of Engineering, Ahilyanagar (2021 – 2025)

CGPA: 7.5/10

HSC
Residential Arts, Commerce, and Science Junior College (2020 – 2021)

Percentage: 87.5%

Extracurricular Activities

  • Winner AIR 1 – Smart India Hackathon 2023
    Recognized for innovative problem-solving at a national level.
  • Rank 2 SPPU Startup Olympiad 2025
    Awarded for the Smart Irrigation System idea at the university level.
  • Runner-Up AI Hackathon by TIAA Global Pvt. Ltd.
    Developed an innovative AI-powered solution for financial data analytics.
  • CertifiedCompleted 6-day Innovation Design and Product Development Training by the Government of India at Nagpur and Visakhapatnam.

Certifications


A collection of my professional certifications and credentials.

Contact Me


Feel free to reach out for collaborations, opportunities, or just to connect!

Location

Ahmednagar, Maharashtra, India