NathanĀ Michlo
Senior Machine Learning Engineer at Bytefuse
Gauteng, South Africa
Summary
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Top SchoolNathan Michlo is a Senior Machine Learning Engineer and technical lead with 11 years of experience architecting real-time computer vision systems and scalable MLOps pipelines from research to production. Based in Gauteng, South Africa, he has driven system-wide improvementsāoverhauling build and websocket infrastructures, shifting batched pipelines to realtime, and delivering a patented real-time lens correction and training pipeline for video products. At Dragonfruit AI he led end-to-end fraud detection and product recognition systems for self-checkout, integrating POS, multi-cloud inference, and observability to cut QA and deployment risk. He combines deep academic training (MSc in Computer Science) with hands-on skills in distributed training, experiment tracking, and designing developer workflows that materially reduce iteration time. Known for clean code and pragmatic architecture, he pairs fast prototyping with production-grade reliability while mentoring teams and setting standards across engineering organizations.
11 years of coding experience
2 years of employment as a software developer
Master of Science - MS, Computer Science, 88%, Master of Science - MS, Computer Science, 88% at University of the WitwatersrandIndependent Examiners Board, Independent Examiners Board at St. David's Marist Inanda
English
Github Skills (200)
json-schema10
datasets10
recall10
labeling10
modular10
hydra10
neural-network10
object-detection10
computer-vision10
semantic-segmentation10
matching10
image-augmentation10
temporal-data10
keras10
python10
Programming languages (13)
Github contributions (5)
nmichlo/kolr
Jul 2019 - Feb 2025
Contributions:10 pushes, 1 branch in 5 years 7 months
nmichlo/ruck
Sep 2021 - Oct 2021
Contributions:7 releases, 59 commits, 33 pushes in 29 days
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