Arkar Min Aung
Summary
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SeniorArkar Aung is a Senior Machine Learning Engineer with 11 years of experience building production-grade ML systems, now focused on agentic LLM frameworks and evaluations. He has delivered end-to-end solutions across autonomous driving, utility digital twins, solar-cell defect detection, and large-scale ML platforms, combining deep learning research with cloud-native engineering. At Grab he improved ML deployment and discoverability while researching budget-conscious LLM fine-tuning; at FireVisor he cut training costs and annotation time substantially through pipeline automation. Comfortable across Kubernetes, AWS SageMaker, point-cloud and computer vision models, he blends hands-on model development with systems design to drive measurable cost and performance gains. Based in Australia and self-described as a curious practitioner, he brings a track record of turning research prototypes into robust, scalable products.
11 years of coding experience
Github Skills (77)
optimization10
fastai9
parallel9
python9
gpu9
deep-learning9
hyperparameter-optimization9
ray9
pytorch9
large-language-models9
machine-learning9
reinforcement-learning9
java9
llm-inference8
nbdev8
Programming languages (10)
Github contributions (5)
ArkAung/arkaung.github.io
Jan 2017 - Jan 2023
Ark's Log
Contributions:4 PRs, 15 pushes, 6 branches in 6 years
ark
ArkAung/transformer_tutorial
Jul 2020 - Jul 2023
Tutorial for Transformer Architecture in Neural Networks
Contributions:2 reviews, 21 PRs, 27 pushes in 2 years 11 months
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