CV
Education Aalto University
MS in Computer Science - Algorithms, Logic, and Computation track
Sept 2023 – June 2025
- GPA: 4.63/5.0
- Coursework: Programming Parallel Computer, Programming Parallel Supercomputer, Big Data Platforms, Operating Systems
Aalto University
BS in Data Science
Sept 2020 – June 2023
- GPA: 4.61/5.0 (Graduated with Honors)
- Coursework: Software Engineering, Full Stack Web Development, Methods of Data Mining, Machine Learning: Supervised Methods
Work Experience
Research Assistant
Aalto University, Department of Computer Science – Espoo, Finland
Apr 2024 – Present
- Focused on Machine Learning engineering in IoT-Edge-Cloud environments and big data problems in HPC.
- Improved group prototype with GitHub Actions for CI, basic testing with Pytest and tox, ruff linter, and rye for project management.
- Maintained test bed consisting of 23 edge devices and 3 servers with Ansible.
- Projects and research papers:
- Supporting Opportunistic Data Operations for Data-Intensive Computational Applications (to appear in BPOD - IEEE Big Data 2024)
- Novel techniques in orchestrating ML models in cloud-edge continuum
- Experience with:
- Edge devices: Coral Dev Board, Raspberry Pi 4B/5, Jetson Nano/Xavier/Orin.
- ML frameworks and serving: PyCoral/TFLite, ONNXRuntime with CUDA and CPU.
- Vision model quantization with ONNX.
- Orchestration frameworks: K8s, MicroK8s, k3s.
- HPC systems: LUMI, Puhti, Mahti, Aalto Triton.
Graduate Analyst Developer
FNZ Group – Helsinki, Finland
Nov 2022 – Oct 2023
- Developed new features and fixed bugs in leading wealth management platforms used by top Finnish and UK financial institutions.
- Maintained and implemented new end-to-end tests using Cucumber, Selenium, and company test framework.
- Optimized SQL statements, stored procedures, and views to meet strict production requirements.
- Technologies used:
- ASP.NET WebForms, MVC, Web API, GraphQL, and React.
- C#, VB.NET (legacy code), JavaScript.
- Microsoft SQL Server.
- TeamCity, Jira, Confluence.
Skills
- Machine Learning Engineering
- Edge Computing & HPC
- Full Stack Development
- CI/CD & Automation
- SQL Optimization
- Cloud & Container Orchestration