Resume
Education
University of Oxford
MSc in Advanced Computer Science
Aalto University
BSc in Mathematics, Minor in Computer Science
- Graduated with a 5.0/5.0 GPA.
- Authored a bachelor's thesis on finite group theory, supervised by Prof. Kaie Kubjas.
Experience
Parahelp
Founding Engineer
Hamina Wireless
Machine Learning Team Lead
- Scaled team from 0 to 9 people. Joined as the 12th employee, now over 40.
- Architected a deep learning pipeline that converts floor plans to 3D RF models.
- Technologies: React, Node.js, WebGL, Python, PyTorch, C++, Rust.
Hamina Wireless
Software Developer
- Implemented a 3D fast-ray-tracing system in C++ WebAssembly.
- Built a 3D engine with WBOIT transparency and SSAO based on NVIDIA's papers.
- Architected an optimization program for access point placement with a heatmap animation engine.
- Invented a proprietary antenna pattern interpolation algorithm.
Aalto University
Teaching Assistant
Finnish Defence Research Agency
Researcher
- During conscription, co-authored two peer-reviewed papers on disease and influence diffusion in social networks.
- Engineered distributed simulators using C++ MPI and wrote significant parts of the manuscripts.
Publications
- Kuikka V, Aalto H, Ijäs M, Kaski KK. Efficiency of Algorithms for Computing Influence and Information Spreading on Social Networks. Algorithms. 2022; 15(8):262. https://doi.org/10.3390/a15080262
- Almiala I, Aalto H, Kuikka V. Influence spreading model for partial breakthrough effects on complex networks. Physica A: Statistical Mechanics and its Applications. 2023; 630: 1–26. Article 129244. https://doi.org/10.1016/j.physa.2023.129244
- Aalto H. The Sylow Theorems and Classification of Finite Groups.Bachelor's thesis, School of Science, Aalto University; Apr 24, 2025. https://aaltodoc.aalto.fi/items/0b03ed44-8d34-4d2b-8265-90494e87ba5b
Leadership & Community
Finnish IOI Training
Competitive Programming Coach
- Wrote contest problems, organized training camps, and lectured on algorithms.
- Co-led Team Finland at BOI 2023 and IOI 2025.
Competitions
- International Olympiad in Informatics (IOI) — Silver Medal, Jun 2021
- Mashup AI Hackathon 2025 — Winner in the UI/UX category, May 2025
- Nordic Collegiate Programming Contest 2024 (NCPC, ICPC Regional) — 1st Place, Oct 2024
- Junction 2023 Hackathon — Challenge Winner, Nov 2023
- Baltic Olympiad in Informatics (BOI) — Gold Medal, 5th Place, May 2022
- Finnish National Olympiad in Informatics (MAOL) — 1st Place, Mar 2021
- Nordic Olympiad in Informatics (NOI) — Gold Medal, Shared 1st Place, Mar 2021
Scholarships
- Aalto University, School of Science — Dean's Incentive Scholarship (2023, 2024, 2025)
- Aalto University — Scholarship from the Professor E. J. Nyström Fund, Dec 2024
- Technology Industries of Finland — Scholarship for Outstanding Performance in Advanced Mathematics, Jun 2021