Hi - I'm Dmytro HileiENGINEERING STUDENT
Interesting in deep learning, simulations, HPC and embedded systems
Projects:
LSTM next-token music generative model
Machine learning
A neural network based on Long Short-Term Memory (LSTM) that generates chord sequences while preserving the musical mood based on previous tokens such as chords and separators. Uses a custom dataset built from minor-key songs.
Wave spreading simulation
Simulations
Wave propagation simulation using partial differential equations solved on a finite-difference grid, with performance optimisations based on Bentley’s rules.
Smart binary clock
Embedded systems
Smart binary clock built with Arduino that displays time using LED arrays while also measuring temperature and humidity via integrated sensors.
Attention keeper LM
Machine learning
YOLO-based eye detection system for attention monitoring, trained on a custom dataset with MediaPipe-generated bounding boxes; triggers a short rickroll when prolonged loss of attention is detected.
Achiements
I have got several important achiemants during my studies.
Silver medal at IOAA 2025
Achieved silver honor while representing Ukraine.
Bronze medal at IOAA 2024
Achieved broze honor while representing Ukraine.
silver medal at IOAA jr 2023
Achieved silver honor while representing Ukraine.
First diplomas at UNOAA 2024/2025
Represented my region on all ukrainian olympiads.
Jury member
Member of jury commite on Ukrainian national olympiad on astronomy and astrophysics 2025/2026
PLAST member
Member of the organisation for 8 years. Organised youth events.