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Jaimin Bhoi

@jaiminbhoi

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Master's in Computer Vision with a 5 years of industrial experience.

United States

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What I'm looking for

I’m looking for computer vision solution development and engineering roles.

I am a Computer Vision enthusiast with a 5 years of industry experience and 2 years of academic research and course work focused on computer vision. I’ve recently graduated with Master’s in Computer Vision.

I’m currently working on Gemma3 Object detection using unsloth and LoRAs. Find it here: https://github.com/ajaymin28/gemma3-object-detection/tree/main

A little bit more about me and my background

I’ve,

• Designed and implemented a video analytics solution to prevent losses in retail self-checkout environments, addressing an industry-wide annual loss of $90B.

• Executed and Delivered three projects to production: IVI system, Computer Vision on QC RB500 board, and Container Image Analytics that directly impacted human lives and saved billions in USD.

• Developed and deployed Computer Vision algorithms that saved $4M in container repair and cleaning costs, and reduced lead time from 12 to 1 day for 10% of repair volume while ensuring high accuracy and performance.

Find my detailed resume here: https://ajaymin28.github.io/

Experience

Work history, roles, and key accomplishments

Research Assistant

University of Central Florida

May 2024 - Jan 2025 (8 months)

• Proposed a novel solution for Dynamic Scene Graph Generation (DSGG) with MLLMs, demonstrating a 10-40% performance
improvement using just 5-10% of training data across varying top-K metrics, while maintaining the recall-precision balance.

HPC PyTorch Python Computer Vision Deep Learning

Individual Contributor

University of Central Florida

Dec 2023 - Apr 2024 (4 months)

• Built an automated system for tibia/femur angle measurement using segmentation with Segment Anything Model and a
light weight classifier, reducing manual review time of 3D scans(DICOMS) of the patient by 35%

Python Machine Learning Segmentation Classification Automation

Engineer/Research Associate

Tata Consultancy Services

May 2018 - Sep 2023 (5 years 4 months)

• Designed and implemented a video analytics solution to prevent losses in retail self-checkout environments, addressing an industry-wide annual loss of $90B.
• Executed and Delivered three projects to production: IVI system, Computer Vision on QC RB500 board, and Container
Image Analytics that directly impacted human lives and saved billions in USD.

Python Optical Flow Computer Vision Azure Cloud Deep Learning