Aaron Krumins
Reinforcement Learning Software Engineer at AutonomousDuck
Asheville, North Carolina, United States
Summary
👤
Senior🎓
Top SchoolAaron Krumins is a Reinforcement Learning Software Engineer with a decade of experience designing, researching, and teaching reinforcement learning and deep neural networks from his base in Asheville, NC. As the founder of AutonomousDuck he builds game AI and independent ML projects, and he authors accessible writing on AI trends, including the book “Outsmarted — The Promise and Peril of Reinforcement Learning.” He pairs hands-on engineering with science journalism at Extremetech, translating bleeding-edge AI and biotech developments for broader audiences. Comfortable across web applications and research code, he brings a practical maker’s mentality to experimental RL systems and curriculum development. Notably, his career blends product-oriented implementation of game AI with a public-facing commitment to explaining RL’s societal implications.
10 years of coding experience
Earlham College
Github Skills (35)
artificial-intelligence10
machine-learning10
reinforcement-learning10
plugin10
dqn10
openai10
ai10
wrapper10
websocket9
neural-network9
deep-learning9
unreal9
socket9
nodejs8
scripting8
Programming languages (6)
Github contributions (5)
krumiaa/MindMaker
Jun 2020 - Jan 2023
MindMaker UE4 Machine Learning Toolkit
Contributions:1 release, 157 commits, 133 pushes in 2 years 7 months
machine-learningreinforcement-learninglearning-agentdqnunreal-engine
krumiaa/DAGLLM
Sep 2025 - Sep 2025
Contributions:2 pushes in 4 days
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