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Assessing your cultural and operational fit
gnosisfreight
Data Scientist
June 23, 2026 – Present
robotframework-seleniumproxy
February 21, 2020 – January 17, 2022
Extension of SeleniumLibrary for RobotFramework. Adding functionality to the webdriver for capturing request/response data
View Projectgatsby-theme-binder
February 2, 2020 – February 12, 2020
:moon: Gatsby theme for interactive remark code blocks powered by jupyter kernels for code execution.
View ProjectStorm
September 20, 2019 – December 8, 2022
Command Line Interface for load testing web services
View Projectrobotframework-aws
July 14, 2019 – September 17, 2025
Custom Library for Robot Framework to interact with Amazon Cloud Services
View ProjectCultural Fit Analysis
The candidate's project portfolio is diverse, showcasing interests in various technical domains beyond pure data science, such as web development (Gatsby), automation (RobotFramework), and infrastructure (Proxmox, homelab). This breadth could indicate adaptability and a curious mindset. However, the current experience level (0) and the single current role as 'Data Scientist' with a future start date (2026) make it challenging to fully assess cultural fit based on professional experience alignment. The target role is 'Data Scientist', and while Python and data-related projects are present, the overall project diversity might suggest a broader engineering interest rather than a focused data science trajectory.
Soft Skills & Operational Fit
The candidate's extensive personal projects suggest strong initiative and a proactive approach to learning and development. However, without psychometric test results or interview data, it is difficult to assess specific soft skills like teamwork, stress handling, or communication clarity in a professional context.