---
title: "Om Surve - AI & Web Development Intern in Mumbai Metropolitan Region | Tal"
description: "Meet Om Surve, AI/ML Engineer & Full-Stack Developer | YOLOv8 · Docker · AWS · React | B.Tech Electronics and Computer Science (AI/ML) @ VIT Mumbai based in Mumbai Metropolitan Region. AI stack includes gemini, hugging face, and ollama."
image: "https://tal.club/meet/om-surve/share-image"
---

# Om Surve on Tal

## Headline

AI/ML Engineer & Full\-Stack Developer \| YOLOv8 · Docker · AWS · React \| B\.Tech Electronics and Computer Science \(AI/ML\) @ VIT Mumbai

## About

I build AI systems that don't just work in Jupyter — they run in production\. I'm Om Surve, a final\-year B\.Tech student in Electronics & Computer Science \(AI/ML Honors\) at VIT Mumbai, with hands\-on experience building and deploying real\-world machine learning systems\. My work sits at the intersection of computer vision, backend engineering, and cloud deployment — where the real problems live\. Here's what I've actually shipped: a microservices\-based YOLOv8 object detection system deployed on AWS EC2, containerized with Docker, proxied through Nginx, and connected to a React frontend — fully production\-ready\. At VJTI Mumbai, I built a multimodal perception pipeline combining depth estimation \(ZoeDepth\), real\-time detection, and a vision\-language model \(LLaVA\-7B\) — optimized for edge hardware using TensorRT\. I've also architected a GenAI\-powered FAANG interview prep system using FastAPI, SSE streaming, and Gemini 2\.0 Flash, with a faithful Netflix\-themed UI built in React \+ Vite\. Right now, I'm finishing my final semester and actively looking for SDE or AI/ML engineering internships where I can contribute from day one\. I care deeply about building things that are not just technically sound but genuinely useful — whether that's a CV pipeline on a Jetson device or a full\-stack GenAI product\. If you're building something at the edge of AI and software engineering, I'd love to connect\. Reach me at omsurve310704@outlook\.com or just hit Connect — I respond fast\. \#ComputerVision \#MachineLearning \#GenerativeAI \#FullStackDevelopment \#Python \#React \#FastAPI \#Docker \#AWSCloud \#MLOps

## Location

Mumbai Metropolitan Region

## AI stack

gemini

hugging face

ollama

openai

## Work experience

AI & Web Development Intern at Techligence, Jan 2026 \- Apr 2026 · 4 mos, Hybrid, Built and deployed a production\-grade computer vision system using microservices architecture on AWS — from model to live API\. \- Engineered a real\-time YOLOv8 object detection service exposed via REST APIs, achieving reliable inference on constrained EC2 \(t3\.micro\) instances through lazy loading and thread\-level tuning \- Containerized the full ML pipeline using Docker and Docker Compose, with Nginx reverse proxy — reducing deployment complexity and enabling consistent cross\-environment portability \- Diagnosed and resolved critical production issues including OOM crashes and inter\-service communication failures, cutting system downtime by eliminating recurring deployment blockers \- Integrated MongoDB Atlas for cloud\-based data persistence and connected model inference to a React frontend, delivering a complete end\-to\-end ML product

Technical Team Member at Google Developer Groups VIT, Mumbai, Oct 2024 \- Sep 2025 · 1 yr, Mumbai, Drove community learning and hands\-on tech projects for 500\+ student developers at Google Developer Groups VIT\. \- Led workshops and technical sessions on AI/ML and web development topics, translating complex concepts for beginner to intermediate audiences \- Contributed to project initiatives connecting students with emerging technologies including GenAI and cloud tools \- Coordinated event logistics and content for developer community events, maintaining consistent member engagement \- Mentored junior members on development best practices and project execution as part of the core technical council

Machine Learning Intern at Veermata Jijabai Technological Institute \(VJTI\), May 2025 \- Jul 2025 · 3 mos, Matunga East, Developed an advanced multimodal perception pipeline for real\-time scene understanding, combining detection, depth, and language reasoning\. \- Built a spatially\-aware object annotation system by fusing YOLOv8 detection with ZoeDepth and Depth Anything monocular depth estimation, improving scene context accuracy \- Integrated LLaVA\-7B with chain\-of\-thought prompting via Ollama to generate contextual, descriptive scene summaries from visual input \- Optimized the full pipeline for edge deployment on Jetson Nano/Xavier using ONNX and TensorRT, achieving real\-time inference within hardware memory constraints \- Developed CLI tooling for multimodal perception and JSON\-based scene summarization, enabling reproducible testing and modular pipeline evaluation

Web Development Intern at Suvidha Foundation \(Suvidha Mahila Mandal\), Apr 2025 \- Jun 2025 · 3 mos, Remote, Contributed to the development of a web\-based internship management system aimed at streamlining student applications and resume creation\. Focused on building a responsive and user\-friendly resume editing module, allowing users to input and update their details seamlessly\. Key Responsibilities: Designed and implemented the resume editing section using HTML, CSS, and JavaScript to ensure a clean and intuitive user interface\. Added interactivity and real\-time input validation to improve user experience\. Worked collaboratively with the team to integrate front\-end functionality with the overall system\. Participated in regular code reviews and version control using Git\. Tech Stack: HTML, CSS, JavaScript, Flask, Git

Technical council core at VERVE VIT, Sep 2023 \- Nov 2024 · 1 yr 3 mos, Wadala, Maharashtra, India

## Education

Bachelor of Technology \- BTech, Electronics and Computer Science, Vidyalankar Institute of Technology, Mumbai

Nagindas Khandwala College

[View the original profile](https://tal.club/meet/om-surve)

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