Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I'm Faith Owei, an AI Evaluation Specialist and research-oriented business analyst passionate about turning ambiguous problems into rigorous, testable tasks. I design real-world evaluation environments for frontier AI systems, define measurable success criteria, and build reproducible evaluation frameworks that help models reason more reliably and reduce hallucinations. With 5+ years in structured problem decomposition, experimental task design, and model performance validation, I focus on edge-case identification, evidence-based output verification, and governance logging to ensure transparent, auditable results across cross-functional teams.…I'm Faith Owei, an AI Evaluation Specialist and research-oriented business analyst passionate about turning ambiguous problems into rigorous, testable tasks. I design real-world evaluation environments for frontier AI systems, define measurable success criteria, and build reproducible evaluation frameworks that help models reason more reliably and reduce hallucinations. With 5+ years in structured problem decomposition, experimental task design, and model performance validation, I focus on edge-case identification, evidence-based output verification, and governance logging to ensure transparent, auditable results across cross-functional teams.

Faith Owei





I'm Faith Owei, an AI Evaluation Specialist and research-oriented business analyst passionate about turning ambiguous problems into rigorous, testable tasks. I design real-world evaluation environments for frontier AI systems, define measurable success criteria, and build reproducible evaluation frameworks that help models reason more reliably and reduce hallucinations. With 5+ years in structured problem decomposition, experimental task design, and model performance validation, I focus on edge-case identification, evidence-based output verification, and governance logging to ensure transparent, auditable results across cross-functional teams.…I'm Faith Owei, an AI Evaluation Specialist and research-oriented business analyst passionate about turning ambiguous problems into rigorous, testable tasks. I design real-world evaluation environments for frontier AI systems, define measurable success criteria, and build reproducible evaluation frameworks that help models reason more reliably and reduce hallucinations. With 5+ years in structured problem decomposition, experimental task design, and model performance validation, I focus on edge-case identification, evidence-based output verification, and governance logging to ensure transparent, auditable results across cross-functional teams.

Available to hire

I’m Faith Owei, an AI Evaluation Specialist and research-oriented business analyst passionate about turning ambiguous problems into rigorous, testable tasks. I design real-world evaluation environments for frontier AI systems, define measurable success criteria, and build reproducible evaluation frameworks that help models reason more reliably and reduce hallucinations.

With 5+ years in structured problem decomposition, experimental task design, and model performance validation, I focus on edge-case identification, evidence-based output verification, and governance logging to ensure transparent, auditable results across cross-functional teams.

Skills

Experience Level

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Expert AI Trainer / Business Analyst at micro1

December 1, 2025 - February 1, 2026

Designed structured, real-world evaluation tasks for frontier AI model training; developed reproducible evaluation frameworks with objective scoring criteria; conducted systematic reasoning audits of AI-generated outputs; analyzed model performance across ambiguity, constraint adherence, and logical consistency dimensions; identified systematic failure patterns and documented remediation pathways; ensured traceability between task requirements, prompts, outputs, and evaluation metrics.

Business Analyst at Caldwell Foster Advisory

February 1, 2025 - December 1, 2025

Led structured stakeholder research and requirements elicitation; performed comparative technical analysis of CRM platforms; documented AS-IS and TO-BE system models; defined measurable acceptance criteria and validated system performance via UAT; improved operational efficiency by 20%.

Business Analyst at Diversify / Business Lillestrøm

July 1, 2024 - December 1, 2024

Conducted structured market validation research for early-stage ventures; built analytical business cases supported by competitive data; applied hypothesis-driven validation approaches for product-market fit.

Business Analyst at Oleum Projects and Allied Resources

January 1, 2021 - October 1, 2023

Performed operational performance analysis and compliance research; applied gap analysis frameworks to improve decision-making processes; contributed to strategy refinement resulting in 15% profit growth.