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Tsukuba University
Data Scientist
June 22, 2026 – Present
icip2025
September 13, 2024 – Present
Official Repository for Vision Language Model Interpretability with Concept Guided Decoding paper (ICIP2025)
View Projectsubspace_methods_python
August 1, 2023 – August 29, 2023
subspace_methods_python — repository
View Projectssl-skin-lesions
June 11, 2021 – November 28, 2021
Repo to reproduce the results for the paper "An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis". Accepted at ISICW @ ECCV 2022. Arxiv: https://arxiv.org/abs/2106.09229
View ProjectQuantumMonteCarlo
December 11, 2019 – December 11, 2019
Solution to exercise 2.3 from the book Monte Carlo Methods in Ab Initio Quantum Chemistry
View ProjectCultural Fit Analysis
The candidate's personal projects show a strong inclination towards research and academic applications in data science, which could indicate a good fit for roles requiring deep analytical thinking and problem-solving. However, the projects are predominantly personal and academic, with limited evidence of collaborative or production-oriented work. The diversity of technologies used (Python, Shell, Dockerfile, Jupyter Notebook, Lua, Go Template, JavaScript, CSS, HCL, HTML, Makefile) suggests a broad technical curiosity, but the depth of experience in each is not clear from the project descriptions alone. The single professional experience as a Data Scientist at Tsukuba University aligns with the target role, but without further details on responsibilities or achievements, it's difficult to fully assess cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.