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postdoctoral scholar @ University of Helsinki | biophysicist | mechanical engineer | studies biophysics
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Helsinki Yliopisto
Data Scientist
June 19, 2026 – Present
Mean-Gaussian-Curvature
September 30, 2023 – September 30, 2023
compute Gaussian and Mean Curvature
View Projectcellular-potts-model
August 31, 2020 – April 30, 2021
a mathematica implementation of the cellular-potts model
View Projectnumeric_symbolic_schemes
August 1, 2020 – August 13, 2020
mathematica notebooks for solving numerical and symbolic problems (PDEs, FEM, Optimisation)
View Project2D-vertex-model
July 13, 2020 – February 16, 2022
vertex model for simulating two-dimensional epithelial tissues
View Project3D-Vertex-Model
April 22, 2020 – October 17, 2021
vertex model implementation to simulate biological tissue in 3D
View ProjectForce-Inference
November 14, 2018 – December 19, 2020
implementation of the Bayesian Force Inference technique based on the work of Ishihara and Sugimura
View ProjectUNet-Segmentation-Wolfram
May 4, 2018 – September 11, 2020
neural network for obtaining binarized mask for objects in grayscale images
View ProjectLineage-Mapper
April 4, 2018 – September 16, 2020
an overlap based cell-tracker based on Chalfoun et al, Nat. Sci. Rep. 2016
View ProjectUNET-segmentation-PythonMXNET
January 10, 2018 – September 13, 2019
using Deep Learning to automate aggregate segmentation
View ProjectElliptical-Fourier-Descriptors
August 8, 2017 – September 15, 2020
elliptical fourier descriptors with and without lobe contributions
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on academic and research-oriented computational biology and physics simulations, primarily using Mathematica. While demonstrating deep technical skills in a niche area, the breadth of technologies and project diversity for a general 'Data Scientist' role is limited. The current role as Data Scientist aligns with the target role, but the project portfolio suggests a strong academic/research inclination which may or may not align with a more industry-focused data scientist position.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.