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National Tsing Hua University
Data Scientist
June 26, 2026 – Present
RetinaNet-tensorflow
December 8, 2019 – December 8, 2019
RetinaNet-tensorflow — GitHub repository
View ProjectMACNN_tensorflow
October 16, 2019 – January 13, 2020
TensorFlow-based implementation of "Multi-stage Attention Convolutional Neural Networks for HEVC In-Loop Filtering"
View ProjectHadoop-MapReduce
October 15, 2019 – October 15, 2019
implementation of algorithms with Hadoop MapReduce
View ProjectHEVC-CUpartition-visualization
August 5, 2019 – October 16, 2019
Visualize HEVC CU partition and TU partition
View Projectconvolution-code
February 28, 2019 – February 28, 2019
implementation of convolution code in C
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards academic and research-oriented tasks, particularly in video processing (HEVC) and deep learning. The project diversity is moderate, focusing heavily on machine learning and data processing. The current role as a Data Scientist aligns well with the target role, but the lack of detailed experience descriptions makes it difficult to fully assess cultural fit beyond technical alignment. The experience level is listed as 0, which contradicts the current 'Data Scientist' role, suggesting a potential entry-level or research assistant position rather than a senior role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.