I am looking for a remote role that fosters innovation, collaboration, and growth opportunities.
Jan Ong
@janong
Results-driven software developer specializing in MLOps and automation.
What I'm looking for
I am a results-driven software developer with a specialization in high-performance distributed systems and MLOps for manufacturing automation. My proven track record includes architecting scalable, fault-tolerant solutions that process over 10,000 daily transactions while serving more than 100 users. I have a strong technical expertise in real-time ETL pipelines, computer vision, API design, and microservices architecture, consistently delivering efficiency improvements ranging from 40% to 90% across critical production workflows.
Currently, I work at Thorlabs Canada, where I spearheaded the development of fault-tolerant microservices using Python and LabVIEW, achieving a 45% reduction in cycle times. I also engineered computer vision solutions with OpenCV and deep learning, which reduced inspection times by 90% while enhancing defect detection. My leadership in digital transformation initiatives has significantly streamlined operations, including a comprehensive machine learning pipeline that automates optical signal prediction, thereby improving technician workflows in production.
Experience
Work history, roles, and key accomplishments
Software Developer
Thorlabs Canada
Feb 2022 - Present (3 years 5 months)
I develop fault-tolerant microservices and ETL pipelines for manufacturing automation using Python and LabVIEW. I build computer vision solutions with OpenCV, design RESTful APIs connecting legacy systems to modern interfaces, and create full-stack applications. I also develop machine learning pipelines with PyTorch and Airflow for automated optical signal prediction in production environments.
Optical Technician
Thorlabs Canada
Oct 2017 - Feb 2022 (4 years 4 months)
I manufacture fused-fiber coupler structures including single mode, multimode, polarization-maintaining (PM), wavelength division multiplexers (WDM), and Mach-Zender interferometers (MZI). I also assist in formulating specifications for interferometers and their housings to ensure proper optical performance and integration.
Education
Degrees, certifications, and relevant coursework
Concordia University
Bachelor in Engineering, Software Engineering
2020 - 2024
Cebu Doctors' University
Bachelor of Science, Nursing
2007 - 2011
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
janong.devSalary expectations
Social media
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