cv

Research assistant

Robot learning Lab, Aalto University

Developing neural architecture search methods for large search spaces to enable the discovery of novel arcitectures.

Research assistant

Speech and coginition research group, Tampere University

Developed a customazible GUI for time-series annotation. Compared to the existing solutions, the created tool was able to display multiple different data-sources, such as EEG, speech and video

Machine learning engineer

Capalo AI

• Developed a simulation framework for Nordic electricity pricing markets.
• Refined existing multi-market optimization algorithm for day-ahead electricity trading with batteries.

Machine learning and programming intern

Device concept lab, Huawei Technologies Finland

• Worked with a parameter estimation problem with a small-scale dataset with a large proportion of missing values.
• The problem was cast to a data imputation task, allowing one to utilize existing research to solve the problem.

Discrete optimization and programming intern

Device concept lab, Huawei Technologies Finland

• Developed a tool for solving discrete optimization problems, which supported multiple higher-level programming languages.
• The developed methodology improved the previously found solutions and solved previously unattainable problmes.

Research assistant

Faculty of management and business, Tampere University

Main responsibilities included web-scraping and exploring options for implementing a natural language parser for Finnish text.

Research assistant

Teaching assistant, Faculty of engineering and natural sciences, Tampere University

Organized and taught weekly exercise sessions in an introductory course on automation and control system theory

MSc degree

Tampere University

Computer science

BSc degree

Tampere University

Computer science

Best BSc thesis award

Industrial Research Fund at Tampere University of Technology

(MSc thesis) Generalizing Pareto Optimal Policies in multi-objective reinforcement learning

Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers.

• Quantum Teleportation
• Quantum Cryptography