01
Power Electronics
High-frequency converters, modulation strategies, and compact, efficient power architectures.
- Converter design
- Modulation
- Digital twins
PhD researcher · Power electronics
Engineering intelligence for power electronics.
I explore how artificial intelligence can make power electronic systems more efficient, reliable, and autonomous.
SYSTEM / 01
OPTIMIZE → VALIDATE → DEPLOY
f(x)
minimize
η98.4%efficiency
Δ−24%design loss
Research at the intersection of
Power conversion×Computational intelligence×Engineering design
01 / Research
Three connected
lines of inquiry.
From physical systems to algorithms, each area informs the others.
02
Artificial Intelligence
Physics-aware learning, predictive control, and data-driven models grounded in engineering reality.
- PINNs
- Reinforcement learning
- Predictive control
03
Optimization
Single- and multi-objective methods for navigating complex engineering trade-offs.
- PSO & GA
- NSGA-II
- Design automation
02 / Selected projects
Ideas made testable.
Open source toolkit2026
OptimizationAlgorithm
A readable toolkit spanning PSO, genetic algorithms, differential evolution, simulated annealing, and multi-objective optimization.
View repository ↗Research codeActive
Physics-informed Modulation
Learning converter behavior while preserving physical structure and system constraints.
View repository ↗Learning series12 notes
Reinforcement Learning Notes
Practical explanations from tabular Q-learning through PPO and continuous-control methods.
Browse the series ↗03 / Latest notes
Working in public.
Technical writing on algorithms, engineering systems, and the ideas connecting them.
View all notes →04 / About
Curiosity, translated into engineering.
I obtained my PhD from KU Leuven and EnergyVille in Belgium in 2025. My work brings together power electronics, computational intelligence, and design optimization—with an emphasis on methods that remain useful outside the lab. I now work in the power electronics industry as a postdoctoral researcher, solving design challenges ranging from high-voltage systems to high-power-density power converters.