AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
MACD lab
Data Scientist
June 16, 2026 – Present
2025_SK_T1DM_WGCNA
September 30, 2025 – September 30, 2025
2025_SK_T1DM_WGCNA — GitHub repository
View Project2025_SY_IDD_MS_Thesis
June 1, 2025 – June 1, 2025
2025_SY_IDD_MS_Thesis — GitHub repository
View Project2025_SD_Genomics_Metaanalysis
April 22, 2025 – April 22, 2025
2025_SD_Genomics_Metaanalysis — GitHub repository
View Project2025_SP_B12_WGCNA
January 3, 2025 – January 3, 2025
2025_SP_B12_WGCNA — GitHub repository
View Project2024_AA_E2APBX1_WGCNA
September 4, 2024 – September 4, 2024
2024_AA_E2APBX1_WGCNA — GitHub repository
View Project2023_VW_SCZ_Ensemble
June 30, 2024 – June 30, 2024
2023_VW_SCZ_Ensemble — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are heavily concentrated in biomedical and genomics research, primarily utilizing R. While this demonstrates depth in a specific domain, it suggests a potentially narrow breadth of experience in other data science applications or industries. The alignment with a research-heavy environment is strong, but fit for a more diverse or business-oriented data science role would require further assessment. The lack of diverse technologies beyond R and Shell might indicate a specific comfort zone.
Soft Skills & Operational Fit
The candidate's project history suggests a strong research orientation and ability to work on complex, long-term analytical tasks. However, without psychometric test results or interview data, it is difficult to assess specific soft skills like teamwork, communication, or stress handling. The project descriptions are brief, limiting insight into operational fit beyond technical execution.