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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
NatWest Group
Data Scientist
June 20, 2026 – Present
crypto-aggregator-app
January 2, 2026 – Present
crypto-aggregator-app — GitHub repository
View Projectrag-experiments
December 23, 2025 – Present
This repository contains the code notebooks to demonstrate RAG experiments covered in my blog series.
View Projecttgrafy-dashboard-ui
November 23, 2025 – December 7, 2025
tgrafy-dashboard-ui — GitHub repository
View Projecttgrafy-dashboard-service
October 28, 2025 – December 7, 2025
tgrafy-dashboard-service — GitHub repository
View Projecttgrafy-commons
October 22, 2025 – November 9, 2025
Library with common elements for TGRAFY
View Projectreview-handler-lambda
October 17, 2025 – November 1, 2025
review-handler-lambda — GitHub repository
View Projecttgrafy-repository-assistant
October 13, 2025 – November 1, 2025
tgrafy-repository-assistant — GitHub repository
View Projectwebhook-handler-lambda
September 28, 2025 – November 1, 2025
webhook-handler-lambda — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong focus on personal projects, primarily in Python and web technologies. While there is a current role as a Data Scientist, the project diversity leans more towards general software development and scripting rather than deep data science applications (e.g., machine learning models, statistical analysis, big data platforms). This suggests a potential misalignment with a senior Data Scientist role requiring extensive experience in diverse data science domains beyond basic scripting and RAG experiments. The lack of detailed project descriptions beyond GitHub repository names makes it difficult to fully assess the depth and complexity of their contributions.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.