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X3MAT
September 18, 2025 – Present
A 3-D periodic space sampling method, which decomposes large nanoporous structures (e.g., zeolites, MOFs, and COFs) into local geometrical sites for combined property prediction and contribution quantification of each site.
View ProjectSupramolecular_VAE
February 19, 2020 – September 18, 2025
Supramolecular_VAE — GitHub repository
View Projectmean-square-displacement
April 21, 2015 – April 21, 2015
mean-square-displacement — GitHub repository
View ProjectMonte-Carlo-Code-H-adsorption-on-the-surface-of-Pd
April 21, 2015 – April 21, 2015
Python code for Monte Carlo simulation project of H adsorption on Pd
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on academic/research-oriented computational science, primarily in physics and chemistry. While this demonstrates strong analytical and problem-solving skills, the direct alignment with a typical 'Data Scientist' role in a business context is not explicitly clear without further information on their application of data science methodologies (e.g., machine learning, statistical modeling, data engineering) beyond scientific simulations. The projects are personal, indicating self-motivation and initiative.
Soft Skills & Operational Fit
No specific soft skills or operational fit data available from the provided assessment. Project descriptions suggest an individual capable of independent research and development.