Mart Kartašev

PHD Student at KTH Royal Institute of Technology

Estonia
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Summary

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Senior
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Top School
Mart Kartašev is a PhD student and reinforcement learning researcher focused on reliable robot autonomy, combining modular planning, behavior trees and hierarchical deep RL to enable autonomous decision-making for underwater vehicles. With eight years of industry experience at CGI as a software architect and team lead, he bridges research and production by applying cloud-native, microservices and DevOps practices alongside simulation-to-reality workflows using Unity, MuJoCo and MLAgents. He brings practical systems experience across Java, Go, Python and C#, and has led teams building resilient distributed systems in energy and enterprise domains. Based in Greater Stockholm, he contributes to the Swedish Maritime Robotics Centre project (SMaRC), uniquely positioning him at the intersection of applied robotics research and scalable software engineering.
code8 years of coding experience
job7 years of employment as a software developer
bookDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at KTH Royal Institute of Technology
bookBachelor of Science (B.Sc.), Computer Systems, Bachelor of Science (B.Sc.), Computer Systems at TalTech – Tallinn University of Technology
bookHigh School, High School at Tallinna Kristiine Gümnaasium
languagesEnglish, Estonian
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Github Skills (38)

intelligent10
integrate10
malmo10
deep-reinforcement-learning10
serve10
unity3d10
reinforcement-learning9
java9
simulations9
scroll9
ml-agents9
realms9
microservices8
deep-learning8
explore8

Programming languages (5)

C#JavaC++ASP.NETPython

Github contributions (5)

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Contains the assorted models, scripts and utils used by all SMARC Unity projects. Standard and HDRP.
Contributions:19 PRs, 75 pushes, 8 branches in 1 year 1 month
martkartasev/SMARCUnityHDRP

Jan 2024 - Mar 2025

Contributions:20 PRs, 41 pushes, 5 branches in 1 year 1 month
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Mart Kartašev - PHD Student at KTH Royal Institute of Technology