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Dev Who Ships – Code to Cloud
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Assessing your cultural and operational fit
Zuci Systems
Data Scientist
June 21, 2026 – Present
checkbox_detection_opencv
June 25, 2024 – September 4, 2024
Checkbox detection and classification(ticked and unticked) using opencv
View Projectllama3
April 24, 2024 – June 11, 2024
meta/Llama3-8B-Instruct model, llamacpp and its unsloth quantized(4bit) model as API endpoints.
View ProjectQuartz_scheduler_vaadin
November 25, 2022 – November 25, 2022
Quartz_scheduler_vaadin — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show initiative and a willingness to explore new technologies (Llama3, OpenCV). The mix of Python-based data science projects and a Java/Vaadin project indicates a broad technical interest, which could be a positive for adaptability. However, the current experience level is 0, and the listed start date for the current role is in the future (2026), which makes it difficult to assess real-world cultural fit based on actual work experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric or English test results are available.