Engineer since 2001, Mentor since 2004.

• 2001–2024 — QA Engineer (Manual QA, Automation QA & Lead, QA Manager) across numerous international projects.

• 2024–Present — ML Evaluation Engineer & AI QA Engineer; currently Senior Staff ML Evaluation Engineer at a major international tech company (project under NDA).

• Additionally, 2004–Present — Mentor: helping hundreds of mentees secure offers in tech.