Mechanical Engineer & AI Model Evaluator | CAD Prompt Engineering & Facilities Design Expert
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Technical review and evaluation of AI generated outputs including engineering content, coding related tasks, technical writing, structured scoring, and instruction following. Experienced in assessing technical accuracy, logical consistency, realism, and output quality across engineering and AI workflows. Background includes mechanical engineering, semiconductor infrastructure systems, Python, SQL, CAD workflows, and technical validation.
Support for Python scripting, engineering calculations, technical workflows, data analysis, spreadsheet cleanup, and structured problem solving. Experience with mechanical engineering systems, semiconductor infrastructure, technical validation, CAD related workflows, and AI evaluation tasks. Can assist with debugging, workflow logic, technical review, engineering analysis, and documentation support.
I am a mechanical engineering leader with extensive experience in facilities and infrastructure design, complex mechanical systems, and specification-driven validation. My recent contract work includes CAD prompt engineering and AI model output evaluation, where I apply a rigorous QA mindset, clear technical writing, and strong engineering judgment to technical annotation and evaluation workflows. I have delivered engineering work across HVAC, cleanrooms, central utility plants, hazardous exhaust, water systems, and industrial processes, translating requirements into buildable designs and verifying performance against criteria. My strengths include structured problem solving, root-cause analysis, and identifying edge cases and failure modes. I possess strong Python and SQL skills, demonstrated through independent projects in evaluation harnesses, backend task services, and data cleaning pipelines. I have produced CAD models from structured prompts, evaluated AI-generated CAD and technical responses for instruction adherence, feature correctness, and engineering validity, and performed comparative evaluations to calibrate scoring consistency. My experience includes designing and managing the construction of government and commercial facilities, leading commissioning and validation of capital equipment, and designing complex air handling and water treatment systems. I am open to contract roles spanning technical AI evaluation/CAD prompt engineering, as well as Python-focused backend, data services, and model evaluation support.