About
I am a doctoral candidate in Applied Mathematics with a background in Mechanical Engineering.<br><br>My work sits at the intersection of theory and computation, and I am particularly drawn to problems that require connecting abstract structures with real-world constraints.<br>Having moved across disciplinary boundaries throughout my education and work, I am comfortable thinking at the junction of fields and translating ideas between different technical languages.
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Education
Applied Mathematics — inverse problems, computational modelling
AALTO UNIVERSITY
Mathematics (Major), Applied Mathematics (Minor)
AALTO UNIVERSITY
Mechanical Engineering
AALTO UNIVERSITY
Mechanical Engineering - Design of Mechanics, Production Technology
HÄME University of Applied Sciences (HAMK)
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Experience
AALTO UNIVERSITY
Doctoral Researcher / Research Assistant
AALTO UNIVERSITY
Exam Organizer
AALTO UNIVERSITY
Teaching Assistant & Head TA
AALTO UNIVERSITY
Aalto Math Camp Instructor and Organizer
AALTO UNIVERSITY
Research Assistant
HYVINKÄÄN MIKROMET OY
Mechanical Engineering & Manufacturing Experience
HÄME UNIVERSITY OF APPLIED SCIENCES (HAMK)
Teaching Assistant
HÄME UNIVERSITY OF APPLIED SCIENCES
Campus Tutor and Degree Programme Assistant
HYVINKÄÄN MIKROMET OY
Mechanical Engineering & Manufacturing Experience
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Skills
Programming
MATLAB, Julia, R, Python
CAD & FEM Software
Creo, Fusion, ANSYS Workbench
Utilities
Git, Vim, VS Code, LaTeX, MS Office
Operating Systems
Linux (Ubuntu, Fedora), Windows 10
Computational Modeling
Finite Element Method (FEM), Inverse Problems, Numerical Analysis, Computational Modelling, Numerical Optimization, Sensitivity Analysis
Medical Imaging
Electrical Impedance Tomography (EIT), Stroke Monitoring
Mechanical Engineering
Solid Mechanics, Dynamics, Fluid Mechanics, Design of Mechanics, Production Technology, GD&T, Industrial Automation, Machine Elements, DFMA (Design for Manufacturability and Assembly)
Research & Analysis
Experimental Measurement Integration, Model-Based Inference, Validation, Data Analysis, Reproducibility, Technical Documentation, Peer-Reviewed Publications
Teaching & Mentoring
University Teaching, Exercise Facilitation, Assessment Standards, Rubric Design, Solution Development, Instructional Materials, Online Pedagogy, Cross-Disciplinary Teaching, Youth Engagement, Mentorship
Project & Operations Management
TA Coordination, Administrative Workflows, Teamwork, High-Stakes Logistics, Process Design, Multi-Stakeholder Coordination, Personnel Coordination, Allocation & Logistics, Risk & Contingency Management, Event Organization, Housing Logistics, Student Welfare, Crisis Management, Intercultural Communication
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Languages
Russian
Native
Finnish
Conversational
English
Fluent
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Coordination
Aalto University
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Publications
Bayesian Experimental Design for Head Imaging by Electrical Impedance Tomography
SIAM Journal on Applied Mathematics
An overview of 38 least squares-based frameworks for structural damage tomography
Structural Health Monitoring
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Talks
Stroke Detection and Electrode Parameter Reconstruction Using 3D EIT with Experimental Measurements
Presentation on stroke detection and electrode parameter reconstruction using 3D Electrical Impedance Tomography (EIT) combined with experimental measurements.
Addressing Challenges in Modeling Human Head Anatomy for Stroke Monitoring with EIT
Presentation on challenges in modeling human head anatomy for stroke monitoring using Electrical Impedance Tomography (EIT).
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