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Germanov.Dev
Data Scientist
June 22, 2026 – Present
sam_onnx_full_export
November 15, 2023 – November 16, 2023
This repository shows how to solve ONNX export issue in Segment Anything model
View Projectyolov8_segmentation_python
July 1, 2023 – August 8, 2023
YOLOv8 image segmentation through ONNX in Python
View Projectyolov8_inference_video_javascript
May 30, 2023 – March 23, 2024
Detect objects in images in a web browser using the YOLOv8 neural network
View Projectyolov8_pytorch_python
April 17, 2023 – May 9, 2023
YOLOv8 inference using Ultralytics API
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on a single domain (YOLOv8 inference) across different languages, which shows depth in that specific area but limited diversity in problem-solving approaches or project types. The 'Data Scientist' role at Germanov.Dev is listed as current with a future start date, and no skills are associated with it, making it difficult to assess alignment with a typical Data Scientist role beyond the computer vision focus. The lack of diverse projects and skills beyond inference implementation suggests a narrow cultural fit for broader data science roles.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, indicating no assessment was completed or results are unavailable.