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Computational Pathology
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Xi'an Jiaotong University
Frontend Developer
June 27, 2026 – Present
ViLa-MIL
June 12, 2024 – Present
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)
View ProjectCoD-MIL
February 24, 2024 – August 24, 2025
CoD-MIL: Chain-of-diagnosis Prompting Multiple Instance Learning for Whole Slide Image Classification (TMI 2024)
View ProjectMG-Trans
July 19, 2023 – February 11, 2025
MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)
View ProjectSSPCL
May 29, 2023 – August 19, 2024
Semi-Supervised Pixel Contrastive Learning Framework for Tissue Segmentation in Histopathological Image (JBHI 2023)
View ProjectSGMF
April 18, 2023 – July 24, 2023
A Structure-aware Hierarchical Graph-based Multiple Instance Learning Framework for pT Staging in Histopathological Image (TMI 2023)
View ProjectCultural Fit Analysis
The candidate's project history is heavily focused on academic research in computer vision and machine learning, primarily using Python. While demonstrating strong analytical and research skills, there is a significant mismatch with the 'Frontend Developer' target role. The only frontend-related technology listed is HTML in a 'github-pages-test' project, which is minimal. This indicates a potential lack of direct experience and interest in typical frontend development stacks (e.g., JavaScript frameworks, CSS, UI/UX principles). The current role at Xi'an Jiaotong University is listed as 'Frontend Developer' but started in the future (2026-06-27), which is inconsistent and suggests a data entry error or a planned future role. This discrepancy further complicates cultural fit assessment for a frontend role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights into logical reasoning, work attitude, stress handling, or team collaboration.