
Hybrid vehicle energy management
How can control strategies reduce fuel use while respecting battery constraints?
Comparing rule-based and reinforcement learning strategies in a simulated hybrid powertrain.
Physics → computation → engineering
Engineer in transition.
Bridging physics, computation, and engineering to build intelligent systems for a sustainable future.

Physics graduateB.Sc. Physics · ITS
Software & systems engineerBuilding public service systems
Next chapterMechanical engineering & energy
A look at professional systems I’ve helped build and the engineering questions I’m developing.

How can control strategies reduce fuel use while respecting battery constraints?
Comparing rule-based and reinforcement learning strategies in a simulated hybrid powertrain.
Schools and applicants need a clear, reliable admissions process across selection tracks.
What tradeoffs emerge when hydrogen is used in an internal combustion engine?
I’m exploring how physical models, computation, and careful experimentation can guide better energy decisions.
Energy management, control strategies, and integration across electrical and mechanical systems.
Fuel behavior, engine adaptation, and the practical questions around alternative energy.
Using models and data to make energy systems more efficient and responsive.
Simulation and analysis as ways to understand complex physical systems.
Each step adds another way to understand and build systems.
B.Sc. at Institut Teknologi Sepuluh Nopember.
Laboratory work, measurement, and experimental practice.
Building and maintaining digital services.
Developing powertrain, simulation, and writing projects.
Aiming for graduate study in energy and mobility systems.
Ideas, lessons, and questions gathered while learning in public.

Exploring the role of hybrid electric vehicles in bridging today’s mobility needs and a sustainable future.

My story, motivations, challenges, and the plan to become a mechanical engineer.
A curated list of Python libraries for simulation, optimization, and data analysis in engineering.