Maryum Ibrar Khan
Maryum Ibrar Khan
About
Detail
Embedded QA Engineer @Motive
Muzaffarabad
Embedded QA Engineer III with 2+ years of experience in risk identification, embedded systems QA, and ML/AI dataset validation.
Alongside serving as the Founder of a Resume & LinkedIn Optimization Hub, where I help professionals secure interviews faster through ATS-aligned career branding.
Proven expertise in manual testing, test-case execution, scenario analysis, and image/video annotation for safety-critical AI products. At Motive, I contributed to improving risk detection accuracy by 80%, optimised annotation workflows by 15%, and collaborated with cross-functional ML, R&D, and Product teams to ensure high-quality data pipelines.My core strengths include edge-case analysis, dataset QA, functional testing, and operational excellence in 24/7 environments.
As a founder, I apply the same data-driven, quality-first mindset to optimizing resumes and LinkedIn profiles, aligning candidate profiles with real-world hiring and ATS standards.
I am passionate about applying my expertise to Embedded QA Engineering roles, delivering high-quality, reliable software while supporting ML-powered systems across corporate and industrial applications.
Alongside serving as the Founder of a Resume & LinkedIn Optimization Hub, where I help professionals secure interviews faster through ATS-aligned career branding.
Proven expertise in manual testing, test-case execution, scenario analysis, and image/video annotation for safety-critical AI products. At Motive, I contributed to improving risk detection accuracy by 80%, optimised annotation workflows by 15%, and collaborated with cross-functional ML, R&D, and Product teams to ensure high-quality data pipelines.My core strengths include edge-case analysis, dataset QA, functional testing, and operational excellence in 24/7 environments.
As a founder, I apply the same data-driven, quality-first mindset to optimizing resumes and LinkedIn profiles, aligning candidate profiles with real-world hiring and ATS standards.
I am passionate about applying my expertise to Embedded QA Engineering roles, delivering high-quality, reliable software while supporting ML-powered systems across corporate and industrial applications.
