Open to opportunities

bl pooja

@blpooja

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Detail-oriented AI engineer specializing in vehicle inspection systems.

India

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What I'm looking for

I seek a role that fosters innovation and collaboration, allowing me to leverage my AI expertise to solve real-world problems.

I am a dedicated AI engineer with extensive experience in developing automatic inspection systems for vehicles and industrial applications. My work at Toyota involved creating an AI-based vehicle inspection system that achieved a remarkable accuracy of 99% while inspecting various models like the Innova and Fortuner across 250 checkpoints. This project not only honed my technical skills but also reinforced my commitment to precision and efficiency in engineering.

In addition to my work with Toyota, I contributed to the Steel Surface Inspection System at Tata Steel, where I successfully detected over 35 types of defects in steel products. My hands-on experience with deep learning models and real-time video analysis has equipped me with the ability to tackle complex challenges in dynamic environments. I thrive in collaborative settings, leveraging my problem-solving skills to ensure optimal performance and quality in every project.

Experience

Work history, roles, and key accomplishments

Steel Surface Inspection System

Tata Steel, JSW

Designed and implemented a steel surface inspection system for Tata Steel and JSW, focusing on camera-based defect detection and width measurement. Identified over 35 types of steel defects in various products and accurately measured the width of steel slabs at high temperatures.

Computer Vision Image Processing Python Machine Learning Data Analysis Quality Control

Social Distance Monitoring System

COVID19 Initiative

Developed a social distance monitoring system using deep learning to analyze real-time video streams from CCTV cameras. The system detected people, monitored distances, and generated voice alerts for violations, also incorporating face and mask detection, and temperature screening.

Deep Learning Object Detection Mask Detection Python TensorFlow Data Collection Model Training

Automatic AI Vehicle Inspection System

Toyota

Developed an automatic AI-based vehicle inspection system for Toyota Innova and Fortuner models, covering 250 checkpoints including functional and parts inspection. Implemented camera-based inspection for specification checks, lamp functionality, and dashboard functionality, achieving 99% accuracy and high-speed processing.

AI Computer Vision Deep Learning Python TensorFlow Keras Hardware Setup Software Development DL Model Building

Education

Degrees, certifications, and relevant coursework

B.V. Bhoomraddi College of Engineering & Technology

Masters of Technology, Computer Science

2017 - 2019

Grade: 2nd Rank

Activities and societies: Published an IEEE paper on a Machine Learning based project titled “Sentiment Analysis based Stock Market Prediction”. Completed a Coursera project network on optimizing TensorFlow Models for Deployment with TensorRT.

Pursued a Masters of Technology in Computer Science, achieving the 2nd rank in the program. Focused on advanced topics in computer science and deep learning.