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University of Oulu
Data Scientist
June 26, 2026 – Present
programmable-web-project-d4
April 25, 2026 – Present
deliverable 4 pwp (client & service)
View Projectmask_rcnn_pytorch
July 13, 2023 – Present
Glaucoma detection using Mask R-CNN and Inception-ResNet in PyTorch — part of IEEE EMBC 2025 research
View ProjectDiabetic-Retinopathy
April 14, 2023 – May 16, 2023
Diabetic Retinopathy AI CS-370 Project
View ProjectPONG-MASM615
December 31, 2021 – December 31, 2021
Graphical Multiplayer Pong Game. Masm-615
View ProjectDSA_Search_Engine
December 22, 2021 – Present
Python-based search engine with lexicon, forward/inverted index, and Flask web UI — inspired by Google's original paper
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards personal exploration and academic pursuits, particularly in AI/ML and web development. While this demonstrates initiative, the lack of team-based projects or contributions to open-source initiatives makes it difficult to assess cultural fit for a collaborative professional environment. The experience level is listed as 0, but a current role as 'Data Scientist' at 'University of Oulu' is noted, which creates an inconsistency. Assuming the current role is recent, the candidate is at the very beginning of their professional journey.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's projects are primarily personal and lack descriptions of collaborative efforts or problem-solving approaches.