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Assessing your cultural and operational fit
Data Scientist
June 27, 2026 – Present
CenterFormer
July 7, 2022 – September 28, 2022
CenterFormer: Center-based Transformer for 3D Object Detection (ECCV 2022)
View Projectcenterformer
July 5, 2022 – December 9, 2022
Implementation for CenterFormer: Center-based Transformer for 3D Object Detection (ECCV 2022)
View ProjectPanoptic-PolarNet
November 18, 2020 – April 20, 2021
Implementation for Panoptic-PolarNet (CVPR 2021)
View ProjectPolarSeg
December 20, 2019 – May 19, 2021
Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)
View ProjectTUM-groundtruth-Associating-script
June 7, 2017 – June 7, 2017
Associate image file timestamps with groundtruth in TUM RGB-D benchmark
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on academic research implementations in computer vision, which aligns with a data scientist role requiring strong research and development capabilities. However, the lack of diverse project types (e.g., business-oriented, data engineering, MLOps) and a single current employment entry with a future start date limits the assessment of broader cultural fit and adaptability to different team environments. The experience level is listed as 0, which contradicts the 'google' role, making it difficult to accurately gauge professional experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.