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Jindong LiJL

Jindong Li

Research Assistant

500 €/Tag
Erlangen, DE
0-2 Jahre

Durchschnittliche Reaktionszeit: 1h

Über Jindong

I am a Machine Learning Research Engineer and PhD candidate at Friedrich-Alexander University Erlangen-Nürnberg (FAU), specializing in machine learning for time-series and sequential data.

My work focuses on developing robust deep learning models for handwriting recognition, sensor data, and computer vision using Python and PyTorch. I have experience taking projects from data preprocessing and model development to evaluation, optimization, and reproducible research.

My expertise includes:

  • 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

I have authored multiple peer-reviewed publications at international conferences, including NeurIPS, ICDAR, and iWOAR, and regularly collaborate with academic and industry partners on applied AI projects. My current research involves developing writer-independent handwriting recognition models for digital pen sensor data and building one of the first public sentence-level datasets for IMU-based handwriting recognition.

I can help with:

  • 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

I value clean, maintainable code, reproducible experiments, and clear communication throughout a project.

GitHub:
Google Scholar:
  • Chinesisch

    Muttersprachlich oder zweisprachig

  • Englisch

    Verhandlungssicher

Nur remote
Führt Projekte hauptsächlich remote aus

Projekt- und Berufserfahrung

  • Machine Learning and Data Analytics Lab
    Student Assistant
    November 2022 - März 2024 (1 Jahr und 4 Monate)
    Erlangen, Deutschland
    • Improved visitor localization using pose estimation and built a human keypoint dataset through semi-supervised learning.
    • Compared model-generated and human visual scanpaths.
    Handwriting Recognition Machine learning
  • Machine Learning and Data Analytics Lab
    Research Assistant
    Juni 2024 - Heute (2 Jahre und 1 Monat)
    Erlangen, Deutschland
    • Conduct research, prepare publications, and present findings to academic and industry partners.
    • Supervise student theses and research projects.
    Time Series LaTeX Machine learning

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Ausbildung und Abschlüsse

  • Ph.D. Candidate
    Friedrich-Alexander-Universit¨ at Erlangen-N¨ urnberg
    2026
    Ph.D. Candidate
  • M.Sc. in
    Friedrich-Alexander-Universit¨ at Erlangen-N¨ urnberg
    2024
    M.Sc. in

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