About Jindong
- Time-series machine learning
- Sequential data and Transformer models
- Handwriting and OCR systems
- Computer vision
- Contrastive learning
- PyTorch
- Model evaluation and error analysis
- Research implementation and reproduction
- Developing machine learning prototypes
- Improving existing PyTorch models
- Time-series classification and anomaly detection
- Sensor data analysis
- Handwriting recognition and OCR
- Implementing and reproducing research papers
- Model debugging and performance optimization
- Technical consulting on machine learning projects
Chinese
Native or bilingual
English
Fluent
Experience
- Machine Learning and Data Analytics LabStudent AssistantNovember 2022 - March 2024 (1 year and 4 months)Erlangen, Germany
- Improved visitor localization using pose estimation and built a human keypoint dataset through semi-supervised learning.
- Compared model-generated and human visual scanpaths.
- Machine Learning and Data Analytics LabResearch AssistantJune 2024 - Today (2 years and 1 month)Erlangen, Germany
- Conduct research, prepare publications, and present findings to academic and industry partners.
- Supervise student theses and research projects.
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Education
- Ph.D. CandidateFriedrich-Alexander-Universit¨ at Erlangen-N¨ urnberg2026Ph.D. Candidate
- M.Sc. inFriedrich-Alexander-Universit¨ at Erlangen-N¨ urnberg2024M.Sc. in