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Ayushi Patel

@ayushipatel3

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I build Android applications and AI-powered defect detection systems using Kotlin, YOLOv8, and scalable data pipelines.

Canada

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What I'm looking for

I'm looking to build scalable Android, full-stack, or AI-powered applications where I can apply Kotlin, cloud, data, and API integration experience while continuing to grow through collaborative Agile development.

I've built Android applications with Kotlin, Java, XML, API integrations, and scalable architectures including MVVM and MVP. At Hello World Tech Labs and Hyperlink Infosystem, I developed mobile features, migrated applications to current SDKs, and improved compatibility across devices.

At Kinectrics, I engineered an AI-based nuclear fuel bundle defect detection system using YOLOv8 segmentation, improving mAP@50 by 2.9% and reducing inference time to 161 ms per image. I also built data pipelines, data warehousing strategies, and Power BI dashboards for defect detection analytics.

I've also contributed to full-stack applications with React, Node.js, and PostgreSQL, and created projects involving student community engagement, construction-service booking, and restaurant reservations. I bring hands-on experience with cloud deployments, CI/CD, testing, databases, and Agile delivery.

Experience

Work history, roles, and key accomplishments

Current

Team Member

Current

Firehouse Subs

Mar 2023 - Present (3 years 6 months)

Delivered exceptional customer service in a fast-paced environment, ensuring satisfaction and loyalty. Collaborated with team members to optimize workflow and maintain operational efficiency during peak hours.

Customer Service Collaboration Operational Efficiency

AI Research Assistant

Kinectrics

Sep 2024 - Dec 2024 (3 months)

Engineered an AI-based defect detection system for nuclear fuel bundles using YOLOv8 segmentation, achieving a 2.9% improvement in mAP@50 and reducing inference time to 161 ms/image. Built and optimized data pipelines for preprocessing, transformation, and real-time analytics, and developed interactive Power BI dashboards to monitor defect detection metrics.

YOLOv8 Segmentation Data Pipelines Power BI Real Time Analytics

Junior Android Developer

Hello World Tech Labs

Jun 2021 - Feb 2022 (8 months)

Developed robust mobile applications using Kotlin and XML, optimizing performance across diverse device resolutions. Worked on CI/CD pipelines, Docker containers, and cloud deployments on AWS, and utilized JIRA for issue tracking and maintained detailed documentation.

Kotlin XML Android CI CD Docker AWS Jira Documentation

Android Developer

Hyperlink Infosystem

Jan 2021 - Jun 2021 (5 months)

Implemented Google Play Services and Maps API for real-time location tracking features. Collaborated on full stack applications using React, Node.js, and PostgreSQL, contributing to feature design, API integration, and front-end optimization, and conducted rigorous testing on various devices.

Google Maps APIs React Node PostgreSQL Testing Logcat

Education

Degrees, certifications, and relevant coursework

George Brown College

Postgraduate Certificate, Applied A.I. Solutions Development

2024 - 2024

Postgraduate Certificate in Applied A.I. Solutions Development, specializing in practical AI and machine learning solutions with a capstone project.

Georgian College

Postgraduate Certificate, Mobile Application Development

2023 - 2023

Postgraduate Certificate in Mobile Application Development, specializing in advanced mobile application development including API integration, database management, and UI/UX optimization.