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Muhammad Hasham

@muhammadhasham3

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Experienced ML QA engineer specializing in AI-driven testing, automation, and cloud-based validation.

Pakistan

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What I'm looking for

I seek senior ML QA roles focusing on AI-driven testing, automation and cloud CI/CD, collaborating with data scientists to ensure model reliability.

I am a Principal Software Engineer - QA with 10+ years of experience in Software Quality Assurance, specializing in ML QA and AI-driven applications.

At IBEX Global I led ML QA initiatives, validated AI models using an in-house evaluation engine, collaborated closely with data scientists, and designed automated test suites for AI-driven systems.

I have extensive experience in API and performance testing using Postman and JMeter, database testing (SQL, PostgreSQL, MySQL), and cloud-based QA across Azure and GCP, while monitoring production health with Datadog and integrating CI/CD via GitLab.

I hold ISTQB CTFL and ISTQB Agile Tester certifications, and I focus on improving model accuracy, reliability, and scalable test automation through cross-functional collaboration and pragmatic QA strategies.

Experience

Work history, roles, and key accomplishments

Current

Principal Software Engineer - QA

Current

IBEX Global

Feb 2019 - Present (6 years 6 months)

Led ML QA initiatives to validate and improve AI model accuracy using an in-house evaluation engine; implemented automated test suites, API and performance testing, and CI/CD pipelines to ensure reliable ML deployments.

Model Evaluation Python Pytest Selenium Postman)JMeter CI CD GCP Azure

SQA Analyst

NetSol Technologies

May 2011 - Feb 2019 (7 years 9 months)

Managed end-to-end testing for web and desktop applications, designed and executed functional, regression, and API tests, and performed database testing to optimize SQL/PostgreSQL systems while tracking defects via JIRA.

Functional Testing Regression Testing API Testing SQL PostgreSQL Jira Agile Test Automation desktop testing

Education

Degrees, certifications, and relevant coursework

COMSATS Institute of Information & Technology, Lahore

Bachelor of Science, Computer Engineering

2006 - 2010

Completed Bachelor of Science in Computer Engineering at COMSATS Institute of Information & Technology, Lahore (Sep 2006–Sep 2010). Coursework and research contributed to a co-authored IEEE conference paper on image-based vehicle type identification.