Ilmari Vahteristo

Data Scientist

https://talent.gravityer.com/ilmari-vahteristo

I'm a computer vision and pattern recognition engineer. I love solving hard problems, and making an impact.

https://www.virelabs.com/

Key Strengths

Demonstrated strong interest in AI/ML and data science through personal projects like 'MoskaResearch' (AI players for card games) and 'data-efficient-lact'.
Extensive experience with Python, a core language for Data Scientists, as evidenced by its use in almost all personal projects.
Experience with Jupyter Notebook ('mvidia-mg-recognition') indicates familiarity with standard data science tooling.
Current role as a Data Scientist at Virelabs, though future-dated, aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show a strong inclination towards independent research and development, particularly in AI/ML and game simulation. The diversity of projects, from card game AI to cryptography, suggests intellectual curiosity. However, the lack of team-based or collaborative project descriptions makes it difficult to assess cultural fit in a team environment. The future-dated current role as a Data Scientist aligns well with the target role, but without details on responsibilities or team interaction, cultural fit remains largely unassessed.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

openclaw-polygate

June 24, 2026 – Present

openclaw-polygate — GitHub repository

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polygate

June 15, 2026 – Present

polygate — GitHub repository

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streamlit-opt-dashboard

January 16, 2026 – Present

streamlit-opt-dashboard — GitHub repository

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mvidia-mg-recognition

March 7, 2025 – March 31, 2025

mvidia-mg-recognition — GitHub repository

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data-efficient-lact

February 17, 2025 – April 13, 2025

data-efficient-lact — GitHub repository

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SNA-Research

March 4, 2024 – September 16, 2024

SNA-Research — GitHub repository

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Learning-With-Errors

May 18, 2023 – June 11, 2023

A project done for a cryptography course. My goal is to implement a Learning With Error (LWE) scheme; Generation of keys, encryption, decryption, key exchange.

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MoskaEngine

May 15, 2023 – October 3, 2024

A repository containing a card game and simulation engine for the card game "Moska"

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Moska

May 3, 2023 – October 1, 2024

Moska — GitHub repository

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MoskaResearch

September 2, 2022 – February 27, 2024

A repo for simulating moska games, and trying different play algorithms. This repository is part of a thesis on creating AI players for the Moska card game: https://urn.fi/URN:NBN:fi-fe2023051644576

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Key Strengths

Demonstrated strong interest in AI/ML and data science through personal projects like 'MoskaResearch' (AI players for card games) and 'data-efficient-lact'.
Extensive experience with Python, a core language for Data Scientists, as evidenced by its use in almost all personal projects.
Experience with Jupyter Notebook ('mvidia-mg-recognition') indicates familiarity with standard data science tooling.
Current role as a Data Scientist at Virelabs, though future-dated, aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

Ilmari Vahteristo

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit