HUMAN
LOGIC

Object_ID: 0x92f_AWVersion: 2.4.0_Stable

LEAD QA ENGINEER WITH 13+ YEARS ARCHITECTING SCALABLE TEST AUTOMATION FRAMEWORKS ACROSS MOBILE, WEB, API, AND AUTOMOTIVE PLATFORMS.

Philosophy_Module

"Performance is the only aesthetic that survives the test of scale. If it doesn't run at 60fps, it's broken."

Currently building AI-driven testing systems using computer vision and LLMs for Mercedes MBUX/AAOS infotainment. I don't just test software; I engineer the systems that guarantee its quality.

Engineering_Values

THREE NON-NEGOTIABLE PRINCIPLES THAT GOVERN EVERY FRAMEWORK I ARCHITECT.

VAL_01

COVERAGE_MAX

EVERY UNTESTED PATH IS A RISK IN PRODUCTION. 85%+ AUTOMATION COVERAGE IS THE BASELINE, NOT THE TARGET.

VAL_02

VISION_FIRST

WHEN LOCATORS BREAK, VISION MODELS ADAPT. AI-DRIVEN TESTING ELIMINATES BRITTLE DEPENDENCIES AND SCALES ACROSS PLATFORMS.

VAL_03

ZERO_REGRESSION

REGRESSION CYCLES CUT BY 60%. EVERY FRAMEWORK IS BUILT TO CATCH DEFECTS BEFORE THEY REACH THE USER.