Jakub Kmec
Australia Expansion Lead at InstaDeep
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolJakub Kmec is a machine learning engineer and growth leader with nine years’ experience building and deploying RL and bandit-based systems in production, now leading InstaDeep’s expansion in Australia while still contributing as a senior research engineer. He combines deep technical chops from an MSc in Machine Learning at UCL and engineering studies at Berkeley/Manchester with hands-on experience designing online contextual bandits and end-to-end recommendation pipelines at Exponea. Jakub focuses on off-policy reinforcement learning, causality, and healthcare applications, and has a practical track record of running live ML models at scale and optimizing marketing-level LP decisions. Known for bridging research and go-to-market strategy, he uniquely pairs algorithmic rigor with product and team leadership in the APAC market.
9 years of coding experience
2 years of employment as a software developer
Bachalor's, Engineering, Bachalor's, Engineering at University of California, BerkeleyBachalor’s Degree, Mechanical Engineering, Bachalor’s Degree, Mechanical Engineering at The University of ManchesterUniversity College LondonHigh School, HL Physics, Mathematics, Chemistry, High School, HL Physics, Mathematics, Chemistry at International Baccalaureate - Åva Gymnasium SwedenHigh School, Mathematics, Physics and Chemistry, High School, Mathematics, Physics and Chemistry at BGMH Sučany
German, English, slovak, czech
Github Skills (21)
grid-world7
reinforcement-learning7
active-learning7
deep-reinforcement-learning6
cpp6
grid6
machine-learning5
python5
vowpal-wabbit4
simulation4
frontier4
simulations4
physics3
physics-engine2
mujoco2
Programming languages (4)
Github contributions (5)
Kmeco/offline-rl
Jul 2020 - Sep 2020
Contributions:106 commits, 88 pushes, 1 branch in 1 month
Kmeco/transformers
Mar 2020 - Apr 2020
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Contributions:42 pushes in 25 days
pytorchnlptransformersartbert
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