MF
Manufacturing → Full Stack
QC lead who automates the inspections he used to run by hand
QC lead who automates the inspections he used to run by hand
Verified Domain Engineer (Beta)
Engineering Depth 3/5
Pivot Story
“Running QC in manufacturing is 80% data collection and 20% judgment calls. I automated the first part and realized I wanted to keep going.”
Logistics
Manufacturing
The Past
Jan 2010 - Jun 2018 (8 years 5 months)
Quality Control Lead
Led incoming inspection and in-process QC for an automotive tier-one supplier. Reduced defect escape rate from 1.2% to 0.3% over two years.
The Now
Jan 2019 - Present (7 years 3 months)
Full Stack Engineer
Building IoT data ingestion and computer-vision defect-detection systems for a manufacturing SaaS. Full stack: React dashboards backed by Python and MQTT pipelines.
About
Led quality assurance in automotive parts manufacturing. Now I build the computer vision and IoT pipelines that let QC teams catch defects earlier.
Domain Signals
Domain Focus
Manufacturing
Tech Focus
Full Stack
Engineering Depth
Level 3/5
Self-rated hands-on software depth.