Davy K.

Key Skills

Freelancer Overview

DAVY KIBET, PhD AI Systems Evaluator | LLM Scenario Designer | Python Engineer | Computational Mathematician Fridley, MN 55432, USA | +1 (763) 229-8124 | [email protected] | Fully Remote- Ready | US-Based PROFESSIONAL SUMMARY PhD-trained mathematician and computer scientist with 6+ years of experience designing, testing, and evaluating complex AI systems. Deep specialist in LLM evaluation methodology — from structured scenario design and gold-path definition through failure-mode analysis, hallucination detection, and scoring logic — with a strong Python engineering foundation. Track record of delivering production-ready evaluation frameworks for agent-based systems, iterating on prompt clarity and task difficulty, and collaborating asynchronously with distributed teams. Combines academic rigour from doctoral-level computational modelling with hands-on AI/ML evaluation experience to raise model reliability and production readiness. IMPACT HIGHLIGHTS 6+years of combined AI evaluation and Python engineering experience. PhD in Mathematics with focus on structured evaluation and model validation systems. 3 distinct AI/evaluation roles spanning scenario design, Python tooling, and research pipelines. Full-stack AI eval capability: scenario authoring → agent log analysis → scoring → iteration. PROFESSIONAL EXPERIENCE AI Scenario Designer & Evaluator · Contract – AI Evaluation Projects | RemoteJan 2022 – Present ▸ Designed structured, multi-step test cases simulating real human w