Michael Mogford
Senior Machine Learning Engineer at Mantel Group
Greater Adelaide Area Australia
Summary
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Senior🎓
Top SchoolMichael Mogford is a Senior Machine Learning Engineer with 12 years' experience building production ML and generative AI systems across AWS and Azure, currently driving future-of-work solutions at Mantel Group. He combines a strong academic background in multimodal medical ML from Tsinghua and the Australian Institute for Machine Learning with hands-on MLOps, deployment, and model safety work—including hallucination mitigation and model monitoring. His career spans industry applications from sports analytics and satellite multispectral imaging to construction safety wearables and pricing forecasting, showing a knack for translating research-grade methods into operational products. Michael also mentors junior engineers and contributes to community impact through long-term volunteer work with the Australian Refugee Association, reflecting a blend of technical leadership and social commitment. An understated strength is his cross-domain fluency—biomedical training through to cloud-native engineering—which helps him design solutions that balance technical rigor with measurable business value.
12 years of coding experience
5 years of employment as a software developer
BSc (Health Science, Honours), Medicine, BSc (Health Science, Honours), Medicine at University of AdelaideVisiting Scholar, Chinese Language, Visiting Scholar, Chinese Language at Peking UniversityMasters in Advanced Computing, Department of Computer Science and Technology, Knowledge Engineering Group, multimodal machine learning applied to medical data, Masters in Advanced Computing, Department of Computer Science and Technology, Knowledge Engineering Group, multimodal machine learning applied to medical data at Tsinghua University
Stackoverflow
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Github Skills (190)
std10
internet10
emulation10
garbage-collection10
rust-language10
portable10
rust-lang10
gdb10
compiler10
lock-free10
webassembly10
packet-parsing10
rust10
debugging10
sandbox10
Programming languages (5)
Github contributions (5)
mchesser/gdbstub
Aug 2020 - Nov 2024
An implementation of the GDB Remote Serial Protocol in Rust.
Contributions:32 pushes, 2 branches in 4 years 3 months
rustserialgdb
mchesser/interpolate
Jun 2015 - Sep 2022
Contributions:4 pushes, 1 branch in 7 years 4 months
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