A
Andrew Marshall Stafford
About
Detail
Bellingham, Washington, United States
Résumé
Jobs
verified_user
0% verified
- STechnicianSimonelli GroupAug 2024 - Current (2 years 3 months)• Diagnose electrical, mechanical, and electronic faults using tools, service manuals,
schematics, and internal documentation to identify root causes and complete
reliable repairs.
• Identify recurring issues, document findings, and communicate results clearly to
support consistency and process improvement.
• Follow detailed repair procedures and technical documentation to ensure accurate,
consistent outcomes.
• Prioritize a variable workload of approximately 5–27 machines per week while
maintaining attention to detail, documentation discipline, and clear team
communication. - JProduction TechnicianJanicki Industries via Total WesternOct 2023 - Feb 2024 (5 months)• Perform intricate assembly, fabrication, and repair work on aerospace
components, ensuring precision and adherence to strict standards
• Collaborate with teams, troubleshoot issues, and document maintenance activities
to ensure optimal functionality 
Quality TechnicianSilfab SolarNov 2022 - Jun 2023 (8 months)• Conducted inspections and tests on solar panels to verify quality standards, identify defects, and document inconsistencies during manufacturing.
• Maintained accurate documentation of test results and quality control procedures, supporting consistent quality review and data accuracy.
• Utilized image processing techniques to analyze visual defects and inspection results against quality standards, ensuring accurate identification and classification of solar panel anomalies.
• Applied data annotation methodologies to meticulously label and categorize identified defects, contributing to the refinement of automated quality control systems and predictive maintenance models.- Xbox Technical SupportMicrosoftJun 2017 - Jul 2019 (2 years 2 months)• Provided support for Xbox hardware, services, and software via phone, chat, and ticketing, including content review/moderation work, issue investigation, and clear documentation in a policy- and detail-sensitive environment.
• Leveraged image processing skills, honed through Digital Gaming and Media coursework and direct application in Xbox support, for detailed image-based review, sorting, and content evaluation, ensuring consistent visual judgment and the identification of quality issues and edge cases.
• Applied data annotation and QA testing principles to accurately categorize and assess information, contributing to the overall quality of support interactions and documentation.
• Ensured high data quality through meticu
Education
verified_user
0% verified
- Digital Gaming and MediaLake Washington Institute of TechnologyJan 2016Kirkland, WA
- BAssociate of Applied Science in Computer NetworkingBELLINGHAM TECHNICAL COLLEGEJan 2010Bellingham, WA
Projects (professional or personal)
verified_user
0% verified
- PAI-Assisted Technical Evaluation and DocumentationPersonal projectJan 2026 - Current (10 months)Used AI tools and local AI workflows to support technical research, troubleshooting, documentation review, and output evaluation. Reviewed generated responses and visual/text-based outputs for accuracy, missing context, unsupported claims, usefulness, quality issues, and edge cases. Gained practical experience with structured review of AI-generated outputs and identifying quality issues. Practiced structured review and clear documentation of findings to improve the quality and usefulness of AI-assisted work. Specifically, leveraged data annotation skills to meticulously label and categorize outputs, ensuring a high degree of precision and correctness in the evaluation process, thereby directly supporting the overall data quality objectives.
Awards
verified_user
0% verified
- MTop Performance RecognitionMicrosoft / Xbox SupportJun 2018Recognized for strong performance during Xbox support work, including issue handling, clear communication, policy-sensitive review, and consistent support quality.