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Profile Details
Subject Matter Expertise
Services
Research
Market Research,
Feasibility Study
Consulting
Scientific and Technical Consulting
Data & AI
Predictive Modeling,
Statistical Analysis,
Algorithm Design-Non ML,
Data Visualization,
Big Data Analytics,
Data Processing,
Data Insights
Product Development
Formulation,
Product Evaluation,
Product Validation,
Concept Development,
Prototyping
Work Experience
IT migration consultant (subcontractor)
Valuemotive Oy
June 2021 - October 2021
AI Engineer
The Finnish Environment Institute
July 2021 - September 2021
Doctoral Researcher
Aalto University, Department of Mathematics and Systems Analysis
October 2014 - June 2021
University teacher
Aalto University, Department of Mathematics and Systems Analysis
September 2010 - March 2021
Data Scientist (subcontractor)
AI Roots Oy
October 2020 - February 2021
Secretary
Finnish Operations Research Society
September 2015 - February 2017
Analytics developer trainee
Comptel Oyj (currently owned by Nokia)
June 2014 - September 2014
Undergraduate Research Assistant
Aalto University, Systems Analysis Laboratory
July 2012 - September 2013
Data Scientist
MediaMark (Business Finland project)
July 2012 - September 2013
Data Scientist Trainee
Helsinki City Rescue Department, Risk Management Unit
July 2009 - October 2009
Education
Ph.D. (Department of Mathematics and Systems Analysis)
Aalto-yliopisto Perustieteiden korkeakoulu
October 2014 - Present 
M.Sc. (Department of Mathematics and Systems Analysis)
Aalto-yliopisto Perustieteiden korkeakoulu
February 2014 - June 2014
B.Sc. (Department of Mathematics and Systems Analysis)
Aalto-yliopisto Perustieteiden korkeakoulu
January 2008 - February 2014
Certifications
- Certification details not provided.
Publications
JOURNAL ARTICLE
Anton Von Schantz and Harri Ehtamo and Simo Hostikka(2021). Minimization of mean-CVaR evacuation time of a crowd using rescue guides: a scenario-based approach . Collective Dynamics. 6. Forschungszentrum Julich, Zentralbibliothek
Anton von Schantz and Harri Ehtamo(2019). Pushing and overtaking others in a spatial game of exit congestion . Physica A: Statistical Mechanics and its Applications. 527. p. 121151. Elsevier {BV}
Anton von Schantz and Harri Ehtamo(2015). Spatial game in cellular automaton evacuation model . Physical Review E. 92. (5). American Physical Society ({APS})
PREPRINT
(2020). Minimizing the evacuation time of a crowd from a complex building using rescue guides.
CONFERENCE PAPER
Anton von Schantz and Harri Ehtamo and Ilmari Pärnänen(2017). Twotype multiagent game for egress congestion . Proceedings of the 50th Hawaii International Conference on System Sciences (2017). Hawaii International Conference on System Sciences
Anton von Schantz and Harri Ehtamo(2014). Cellular automaton evacuation model coupled with a spatial game . Active Media Technology. p. 371--382. Springer International Publishing
Ratings and Comments
Total Projects Awarded:
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