Freelance AI Tester | Civil Engineering Domain Specialist
Served as a freelance AI tester focused on civil engineering domain outputs, emphasizing accuracy checks against domain requirements. Evaluated AI-generated civil engineering content for technical correctness, relevance, and practical applicability in real workflows. Provided validation-style feedback to support quality assurance of AI outputs before use in downstream engineering processes. • Checked outputs for inconsistencies against engineering specifications and regulatory standards. • Assessed domain relevance for substructure works, reinforced concrete, precast systems, and underground services. • Verified that outputs were actionable for project and quality/compliance reporting contexts. • Rated and flagged issues to guide refinement of AI testing and validation results.