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Chief Data Officer at Clarvo and an entrepreneurially oriented data science student at Aalto University with the goal of engineering a better world.
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Assessing your cultural and operational fit
Clarvo
Data Scientist
June 27, 2026 – Present
Agent-Based-NetLogo-Simulation-of-Morale-in-Ancient-Infantry-Battles
January 23, 2026 – Present
Agent-Based Simulation of Morale in Ancient Infantry Battles implemented in NetLogo
View Projectvital-app
November 10, 2023 – January 8, 2024
Vital is an app that integrates exercise into already existing popular videogame platforms to encourage the youth to embrace a more physical lifestyle with the help of wearables. Vital allows you to create and import avatars, which you can level up and use in popular videogames or to compete against your friends.
View Projectclassifying-software-pirates
October 12, 2023 – December 19, 2023
Exploring the factors driving people into software piracy by training two machine learning models to predict whether a person with certain characteristics and sentiments is likely to possess any pirated software or not using a dataset collected via a survey targeting users of music production software.
View Projectoptimizing-insulin-injection-timing
October 8, 2023 – October 9, 2023
Data processing and analysis for "Determining the optimal timing for insulin injection to minimize glucose level variability after a meal in ideal conditions" - a research project for the IB Standard Level Mathematics Analysis and Approaches course inspired by my type 1 diabetes.
View Projectprobabilistic-strategy-game
October 7, 2023 – January 8, 2024
The currently untitled strategy game is a probabilistic battle simulator, aiming to capture the uncertainty of traversing and engaging in combat on unknown territory against unknown enemies in a 1 vs 1 local game of conquest taking place on a customizable map made of different terrain types with a variety of troops.
View ProjectBurglary-A-Text-based-Minigame
October 7, 2023 – October 9, 2023
A Text-based Minigame with the goal of stealing at least 200 000 € worth of items from a mansion during night-time without getting caught by the residents in order to pay off your loan sharks. Use what you have and what you find. Don't get caught. Good luck!
View ProjectPostgreSQL-database
July 30, 2023 – October 8, 2023
A database created with python on SQLAlchemy
View Projectbta-campaign-website
May 10, 2023 – December 30, 2023
#BeatTheAlgorithm is a demo campaign website made for the CS-C1180 - Basics of Web Publishing course held in Aalto University in the spring of 2023 with the purpose of serving as a wake-up call about one's possibly unconscious social media habits.
View Projecturi-request-identifier
January 29, 2023 – January 29, 2023
URI request identifier made for a Visma job application assignment
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards personal initiatives and self-driven learning, which can be a positive for cultural fit in an innovative environment. However, the projects are exclusively personal, lacking team-based or collaborative efforts, which might indicate a preference for independent work. The diversity of projects, from game development to web campaigns, suggests a broad interest, but also a potential lack of deep specialization in data science beyond the stated personal projects. The target role is Data Scientist, and while several projects align, the overall breadth might dilute focus.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.