Software engineer, technical lead, and manager with deep experience in:- Knowledge Graph i18n (pioneer, 10 years) - from entity-linking, i18n graph reconciliation, fact-mining, transliteration, entity name localization, to product features.- Trust / Safety domain (3.5 years)- Engineering Management (9 years)- Internationalization (12+ years)- API / Library design and stewardship (7 years)Notable skills- Hands-on ML experience (3 years)- Natural language processing (13 years)- Public speaking / training / presentations (10+ years)- Themes: Strong analytical, collaboration, and leadership skills.