Mechanical engineering student at Metropolia University of Applied Sciences, Helsinki.
- FlexiCity: load-shifting simulator built at Urban Circular Hack Helsinki 2025, team of 4. Cuts the modelled daily peak by 9.2% and flexible-load cost by 11.3%, benchmarked against an exact MILP solver. Python.
- BMW i8 vehicle analysis: longitudinal dynamics model, checked against BMW's published 0 to 100 km/h time (model 4.6 s, BMW 4.4 s). MATLAB/Octave.
Languages: Japanese (native), English, Finnish, Vietnamese