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Assessing your cultural and operational fit
AWS_NOTES_FOR_DEV_ASSOCIATE
July 6, 2025 – July 6, 2025
AWS_NOTES_FOR_DEV_ASSOCIATE — repository
View ProjectAI_Predictions_API
November 28, 2024 – December 28, 2024
This FastAPI project provides endpoints for analyzing images and videos to predict garbage intensity, types, and other characteristics using advanced deep learning models like Florence-2-base and DeepSort tracker and YOLOV11.
View ProjectA_basic_vision_transformer_for_classification
November 11, 2024 – November 11, 2024
A_basic_vision_transformer_for_classification — repository
View ProjectFuture-Frame-Prediction
August 6, 2024 – August 11, 2024
Future-Frame-Prediction — repository
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong inclination towards deep learning and computer vision, which aligns with a Data Scientist role. However, the project descriptions are brief, and there's a lack of team-based or collaborative projects, making it difficult to fully assess cultural fit. The diversity of technologies used (Python, Jupyter Notebook, Shell, C++, Cython, TypeScript, HTML, CSS, JavaScript) indicates a broad technical curiosity, but some are less directly relevant to a core Data Scientist role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.