Recruiter brief
A 60-second view of the research engineering work I can own, the evidence behind it, and my availability.
01
I am an LLM Evaluation and AI Research Engineer focused on whether model decisions correspond to measured human behavior. I also build governed agent systems and behavioral simulations that make decision inputs, failures, repairs, and downstream consequences inspectable.
02
Design subgroup-aware and stability-aware evaluations that compare generated decisions with measured behavioral evidence and state validity limits clearly.
Define structured outputs, deterministic validators, targeted repair, and audit traces before model proposals can change system state.
Connect individual decisions to agent-based and coupled simulations so downstream environmental, financial, and institutional effects can be tested.
03
Three projects show the evaluation, governance, and simulation work behind this profile. Public status is stated directly.
04
These tools and methods reflect my research, open-source work, and working development practice.
06
Choose a role direction and optionally paste a job description. The explorer maps requirements to controlled portfolio evidence without inventing experience or reducing fit to one number.
07
For LLM evaluation, AI research, agent systems, or AI for science roles, use email or LinkedIn. The English industry resume is the shortest complete record.