EXPERIENCE

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Next Solution Lab

1

December 2023 – Present

Lead Software Quality Assurance Engineer

  • Lead comprehensive QA strategy and execution across AI‐driven platforms, AI chatbots, AI Agent and MVPs, ensuring smooth and stable product releases in rapid sprint cycles.
  • Deliver robust end‐to‐end testing for Virtual Tryon application, validating 2D body mapping accuracy, virtual try‐on functionality, and camera‐based hand gesture interaction.
  • Execute comprehensive testing for Car Selling E‐commerce platform, covering UI/UX flows, REST API validation, and database integrity.
  • Mentor 5 QA engineers and establish best practices for web and AI system testing methodologies.

2

June 2022 – November 2023

Senior Software Quality Assurance Engineer

  • Automated multilingual document OCR QA for CRNN/MaskRCNN pipelines, reducing validation time by 70%.
  • Implemented bounding box layout validation techniques, cutting manual verification time by 70% and improv‐ ing accuracy.
  • Executed extensive load testing and performance profiling using JMeter and Locust, improving OCR response time by 30%.
  • Collaborated cross‐functionally on micro‐services QA with AWS cloud services (EC2, Lambda, API Gateway) and Dockerized AI workflows.
  • Designed and implemented test automation for selection‐based template matching system with advanced validation protocols.

3

March 2021 – May 2022

Software Quality Assurance Engineer

  • Delivered comprehensive QA for internal annotation management tool (Annotex) supporting computer vision/NLP datasets, serving 50+ annotators and 3+ ML teams.
  • Validated micro‐services architecture for multilingual NLP and computer vision tasks with focus on data integrity and system reliability.
  • Developed comprehensive API regression test collections and integrated them with GitLab CI for automated validation.
  • Implemented quality metrics tracking and reporting systems for continuous improvement.

4

February 2020 – February 2021

AI Project Coordinator

  • Oversaw QA coordination for computer vision and NLP‐based demos and annotation prototypes in R&D environment.
  • Managed data preparation, test coverage planning, and user acceptance reviews for research projects.
  • Coordinated with ML teams to establish testing protocols for experimental AI models and systems.
  • Developed documentation and standard operating procedures for prototype testing workflows.
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Semantics Lab

August 2018 – December 2019

AI Researcher and Developer

  • Tested and validated OCR and NLP systems for Bengali and English data pipelines with focus on accuracy and performance.
  • Conducted research and development on machine learning model optimization and validation methodologies.
  • Contributed to test design and performance benchmarking for state‐of‐the‐art NLP and computer vision models.
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Begum Rokeya University

November 2016 – August 2018

Research Assistant – AI & Deep Learning

  • Conducted foundational AI research in voice recognition, computer vision, and general-purpose AI, contributing to publications and lab experiments.
  • Supported hands-on experiments and collaborated with faculty on R&D projects.
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Muslim Aid Institute of Technology

December 2015 – August 2018

Part-Time Instructor – Web Development

  • Taught HTML, CSS, and PHP-based web design/development courses to students and professionals in vocational training programs.
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Future IT Solutions

September 2015 – March 2016

Junior PHP Programmer

  • Developed user-friendly PHP web applications, assisted in debugging and deployment, and gained hands-on software engineering experience.