Anton Von Schantz
Founder, Machine Learning Engineer at Profetia Solutions Oy
Helsinki Metropolitan Area Finland
Summary
👤
Senior🎓
Top SchoolAnton Von Schantz is a founder and machine learning engineer with nine years of experience designing production-grade AI systems, specializing in multi-agent architectures and LLM-driven chatbots. Based in Helsinki, he builds scalable, compliance-focused MLOps for insurance and financial clients, including a chatbot ecosystem supporting dozens of bots and AI-driven underwriting platforms. His background as a D.Sc. in Operations Research and years lecturing on multiagent systems and optimization inform pragmatic solutions for complex decision problems, from dynamic pricing to demand prediction. He has translated academic research into real-world impact—developing cloud machine-vision for near real-time environmental monitoring and simulation tools for crowd safety that gained national attention. Anton pairs hands-on engineering and mentorship with a strong emphasis on observability, security, and synthetic-data pipelines to make generative AI systems auditable and robust. Colleagues value his rare combination of deep OR theory and practical product delivery across regulated domains.
9 years of coding experience
9 years of employment as a software developer
Doctor of Science, Systems and Operations Research, Doctor of Science, Systems and Operations Research at Aalto University
Finnish, Swedish, English
Stackoverflow
165reputation
7kreached
0answers
3questions
Github Skills (17)
multi-agent8
simulation7
numba6
serverless6
endpoint6
amazon-sagemaker6
ggplot6
png6
amazon-web-services6
python6
kernel-density6
r6
rescue5
language-model5
crowd4
Programming languages (1)
Github contributions (5)
crowddynamics/optimal-guided-evacuation
May 2020 - Oct 2020
Minimizing the evacuation time of a crowd from a complex building using rescue guides – code
Contributions:1 release, 20 commits, 18 pushes in 4 months
pythonevacuationminimizingrescuecrowd
antonvs88/optimal-guided-evacuation
Apr 2018 - Oct 2019
Contributions:2 releases, 42 pushes, 1 branch in 1 year 6 months
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