Freelancer profile translated to English.
Back to original languageAbout Xinlei
Chinese
Native or bilingual
French
Fluent
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- ERTIM,MACHINE LEARNING INTERN – NLPJune 2025 - December 2025 (6 months)Paris, FranceDevelopment and evaluation of compact BERT-type models (6M–12M parameters) specialized for classical Chinese, with a focus on efficiency and deployment. Comparison of several character-level and sub-word tokenization strategies, evaluated on 4 downstream NLP tasks. Reduction of approximately 10% in parameter count and improvement of inference speed by approximately 1.5x compared to domain benchmarks. Analysis of trade-offs between model size, inference cost, and performance to support technical choices in constrained environments.
- ERTIM (INALCO)DATA SCIENCE NLPJanuary 2024 - May 2024 (4 months)Preparation, validation, and correction of Mandarin Chinese data. Contribution to the structured construction of the Universal Dependencies format.
Recommendations
Be the first to recommend Xinlei
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- Master's degreeNational Institute of Oriental Languages and Civilizations2025Master en
- Bachelor's degree in Educational Sciences and TrainingUniversité Lumière Lyon 22023Licence en Science de l'éducation et de la formation