"An" is family name, "Liang" is given name. So commonly I am called "Liang An". In chinese order, its "An Liang". I am working on computer vision for animals.
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Tsinghua Univ.
Data Scientist
June 25, 2026 – Present
Beagle_dog_dataset
September 26, 2024 – September 26, 2024
Beagle dog dataset used in paper "Three-dimensional surface motion capture of multiple freely moving pigs using MAMMAL" (Nature Communications 2023)
View Projectmouse_gaussian_avatar
March 23, 2024 – Present
Avatar code for the paper "MoReMouse: Monocular Reconstruction of Laboratory Mouse" (AAAI 2026).
View ProjectMAMMAL_core
July 19, 2022 – June 28, 2023
Official code for the manuscript "Three-dimensional surface motion capture of multiple freely moving pigs using MAMMAL"
View Projectpig_silhouette_det
July 19, 2022 – July 19, 2022
Pig silhouette detection (PointRend) used by MAMMAL.
View Projectanimal_papers
August 26, 2020 – Present
Awesome papers for markerless animal motion capture and 3D reconstruction.
View Projectpig_pose_det
December 10, 2019 – July 19, 2022
Top-down pig pose detection (HRNet) for MAMMAL
View ProjectCultural Fit Analysis
The candidate's projects are highly specialized in animal motion capture and 3D reconstruction, primarily using Python, C++, and CUDA. While this demonstrates deep expertise in a niche area of data science, the breadth of projects outside this specific domain is limited. This specialization might indicate a strong fit for roles requiring deep expertise in computer vision and biomechanics, but potentially a narrower fit for general data scientist roles that require broader application areas or different modeling techniques. The current role as 'Data Scientist' at Tsinghua Univ. aligns with the target role, but the lack of diverse project types or industry experience beyond research could impact cultural fit for more product-oriented or diverse data science teams.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a strong focus on research and development, indicating a detail-oriented and problem-solving mindset. The nature of the projects (animal motion capture, 3D reconstruction) implies a high degree of autonomy and specialized technical skill. However, without psychometric or English test results, it's difficult to assess communication clarity, work attitude, stress handling, or team collaboration skills.