I’m Khiem Pham, an AI evaluation and benchmark engineering professional based in Ho Chi Minh City. I build and validate frontier-agent benchmark tasks—designing clear reward logic, anti-cheat controls, Dockerized evaluation environments, reference solutions, and sealed verification to ensure scoring behaves correctly and fairly. Alongside evaluation work, I create finance and math problem sets grounded in real disclosures and rigorous proof standards, and I support red teaming and annotation/QA processes through structured rubrics and calibration. I enjoy turning complex requirements into reproducible, testable systems using Python, Docker, Rust, and LLM tooling like Codex and Claude Code.…I’m Khiem Pham, an AI evaluation and benchmark engineering professional based in Ho Chi Minh City. I build and validate frontier-agent benchmark tasks—designing clear reward logic, anti-cheat controls, Dockerized evaluation environments, reference solutions, and sealed verification to ensure scoring behaves correctly and fairly. Alongside evaluation work, I create finance and math problem sets grounded in real disclosures and rigorous proof standards, and I support red teaming and annotation/QA processes through structured rubrics and calibration. I enjoy turning complex requirements into reproducible, testable systems using Python, Docker, Rust, and LLM tooling like Codex and Claude Code.WWWW…