Review AI-generated code for logical, syntactical, and API-level issues, correcting failures that are subtle, inconsistent, or context-dependent. Design system prompts and natural-language evaluation setups to test model accuracy and expose weaknesses in generated solutions. Identify flawed reasoning, incorrect assumptions, and implementation errors, then revise outputs into clean, reliable, and context-aware code.

Technical Engineer at Reign of Terror Haunted House

December 1, 2023 - Present

Operate, maintain, and improve mechanical, audio, and backend control systems used in live technical environments. Researched and reprogrammed proprietary tools to improve reliability, timing, and overall system performance. Built backend automation and event logic using Node-RED and JavaScript to coordinate show sequences and hardware/software integrations.

Freelance Software Engineer / 3D Animator at Self-Employed

January 1, 2022 - Present

Delivered contract work involving game design, code review, programming education, and custom software solutions using C, C++, Lua, and Python. Reviewed and improved client codebases for maintainability, correctness, and performance across varied technical environments. Adapted quickly to unfamiliar tools, pipelines, and constraints, translating loosely defined goals into working implementations with minimal oversight.