Johannes Hendriks
Staff Data Scientist
Newcastle-Maitland, New South Wales, Australia
Summary
👤
Senior🎓
Top SchoolJohannes Hendriks is a Staff Data Scientist with eight years' experience applying optimisation, control and probabilistic machine learning to real-world energy systems, currently focused on CNI battery optimisation at Hachiko. He blends a strong academic foundation—PhD work and postdoctoral research in Bayesian inference, Hamiltonian Monte Carlo and system identification—with hands-on product impact across startups like Evergen and consultancies such as GRIDSIGHT. Johannes excels at turning uncertainty-aware models into actionable control strategies that improve energy asset performance and grid integration. He is particularly drawn to problems at the intersection of control engineering, Bayesian statistics and ML, and has taught and developed practical courses on machine learning for engineers. Colleagues describe him as evidence-driven and outcome-focused, able to translate complex math into measurable operational gains. Based in Newcastle-Maitland, Australia, he brings both deep research rigor and pragmatic systems engineering experience to decarbonisation challenges.
8 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy - PhD Mechatronics Robotics and Automation Engineering, Doctor of Philosophy - PhD Mechatronics Robotics and Automation Engineering at University of NewcastleDoctor of Philosophy - PhD (Exchange) Machine learning, Doctor of Philosophy - PhD (Exchange) Machine learning at Uppsala University
English
Github Skills (44)
nem9
bayesian9
system-identification9
monte-carlo9
aem8
adobe-experience-manager8
electricity8
cli6
scip6
nonlinear-optimization6
grid6
python6
energy6
sympy6
mlops-workflow5
Programming languages (2)
Github contributions (5)
jnh277/data_to_mpc
Jan 2021 - Sep 2021
Contributions:165 commits, 33 pushes, 2 branches in 7 months
jnh277/Three_dimensional_strain_tomography
May 2019 - Jan 2020
Contributions:17 commits, 13 pushes, 1 branch in 8 months
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