AYELE SHIFERAW

I’m a Quantitative Analyst who combines model validation rigor with hands-on AI evaluation. I’m meticulous about accuracy, clarity, and compliance, especially when decisions depend on trustworthy outputs.

At Fidelity Investments, I perform end-to-end model validation for critical spreadsheet uses. I challenge conceptual soundness, assess data inputs and outputs, design performance testing, and raise Required Action Items for developer follow-through, including Model Ongoing Monitoring Plan review, Annual Model Review, and Model Risk Ratings for CCAR retail credit risk models.

Since 2021, I’ve worked as a Remote Independent Content Evaluator (Freelance), examining and assessing AI-generated answers for accuracy, clarity, and guideline compliance. I compare and rank multiple outputs by quality, reasoning, and relevance, then provide structured written input to strengthen model performance.

I also build evaluation skill through writing and projects—producing analytical essays and developing self-initiated AI Output Quality Review scoring criteria for accuracy, reasoning quality, and instruction adherence. I’m available for part-time, remote AI training and assessment, driven by curiosity about model behavior and human–AI cooperation.