Experience / Employer path

A mechanical background grounded in real technical settings.

Design work, industrial operations, field reporting, technical documentation, and mechanical-content evaluation for AI training.

01 / Timeline

The roles behind the profile.

A contribution record spanning digital review work and practical industrial environments.

01

Current

Engineering-domain AI evaluation

Contract subject-matter work

Reviewing and improving mechanical-engineering prompts and model responses, with attention to technical correctness, reasoning quality, diagrams, and task requirements.

  • Mechanical context
  • Quality control
  • Written feedback
02

2021-2022

Industrial machinery consulting

Mechanical design / project role

Contributed to conveyor systems, oilfield equipment, design calculations, SolidWorks and SAFI analysis, client and vendor coordination, and field inspection reporting within a consulting-firm environment.

  • Machinery
  • Calculations
  • FEA
  • Documentation
03

2018-2019

CNG equipment development

Eight-month mechanical co-op

Redesigned and modularized a natural-gas pressure-reduction system BOM from 120 items to 37, with a reported $1,500 cost reduction, and standardized 12 pressure-vessel drawings across ASME, CSA, and PED requirements.

  • SolidWorks
  • BOMs
  • Product data
  • Standards
04

Earlier

Production and plant operations

Quality and equipment roles

Operated industrial equipment, completed daily testing and quality-control records, supported preventive maintenance, and worked inside a practical 5S production environment.

  • Plant operations
  • QC records
  • Maintenance

02 / Capability matrix

Useful context across four connected areas.

The strongest fit is work where mechanical judgment, documentation, and quality control intersect.

01

Mechanical systems

  • Industrial machinery
  • Conveyor systems
  • Oilfield equipment
  • CNG equipment
02

Design and analysis

  • SolidWorks
  • Drawings and BOMs
  • Design calculations
  • SAFI / FEA support
03

Technical quality

  • Source-data checks
  • QC records
  • Field reporting
  • Evidence-based feedback
04

Evaluation and tooling

  • Response and diagram review
  • Python and JSON Schema
  • Deterministic checks
  • CI and test design

03 / Working style

At my best when messy source material needs structure.

I work toward a clearer record of what was checked, which assumptions were made, what remains uncertain, and what the person responsible for the decision needs next.

I am open to suitable contract, embedded, or employment conversations that can run alongside or build on my current work.

More about how I work

Career and team conversations

Looking for this combination of mechanical and technical-quality experience?

Send the role, team context, and the problems you need someone to own or support.