Dimitrios Mallios
Machine Learning Engineer at https://github.com/microsoft
London, England, United Kingdom
Summary
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RockstarDimitrios Mallios is a Machine Learning Engineer based in London with three years of hands-on experience applying ML solutions in production environments. Currently working in ASG, he blends practical engineering with a focus on delivering models that solve real business problems. Though early in his career, he demonstrates a pragmatic approach to ML lifecycle concerns—from data preparation to deployment—and an eagerness to iterate quickly. Colleagues would describe him as technically curious and dependable, often bridging gaps between research ideas and engineering constraints. He brings a UK-based perspective to building scalable, maintainable ML systems and is positioned to grow into broader technical leadership.
2 years of coding experience
Github Skills (46)
pytorch9
onnx9
hardware-acceleration9
machine-learning9
scikit-learn9
correctness9
deep-learning9
keras9
high-performance9
model-conversion9
performance-tuning9
pruning8
pipeline8
tensorflow8
accelerator8
Programming languages (4)
Github contributions (5)
microsoft/Olive
Jun 2023 - Jul 2023
Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.
Contributions:2 PRs, 3 pushes, 1 branch in 27 days
pythonautomatesruntimecorrectnessmodel-conversion
microsoft/onnxruntime
Feb 2024 - Sep 2024
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Contributions:1 comment in 6 months
runtimetrainingtensorflowai-frameworkaccelerator
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