Independent Researcher & Builder — years in engineering, quality, and problem-solving taught me to question assumptions and check evidence before committing time or money. For the past few years, that thinking has shaped my work in AI and tech, including Gold Gap Finder — built to challenge ideas with evidence first. No hype. Just clearer thinking.