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A computer science-flavoured biomechanical engineer.
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Assessing your cultural and operational fit
Lund University
Data Scientist
June 27, 2026 – Present
yolo-pose-annotation
February 3, 2025 – February 9, 2025
A complete pipeline for fine-tuning YOLOv8 pose models with custom datasets. Supports automatic and semi-automatic annotation for efficient keypoint labeling.
View ProjectKinePose
July 24, 2022 – February 25, 2025
Repo for "KinePose: A temporally optimized inverse kinematics technique for 6DOF human pose estimation with biomechanical constraints"
View ProjectSafeCross
July 22, 2022 – February 28, 2025
Open source application for predictive modelling of cyclist crossing success on tram tracks.
View ProjectRotationTheory
March 22, 2021 – August 15, 2023
Implementations of interesting SO(3) rotation properties.
View ProjectCS7GV1_Assignment1
November 19, 2020 – November 20, 2020
Mid-term submission for CS7GV1 Computer Vision 2020
View Projectkevgildea.github.io
September 5, 2020 – February 10, 2024
kevgildea.github.io — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal, research-oriented projects, which could indicate a self-starter and curious individual. However, the lack of team-based or collaborative project descriptions makes it difficult to assess cultural fit in a corporate environment. The projects are diverse within the data science/computer vision domain, but there's limited evidence of broader business application or cross-functional collaboration.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.