Shuailong Liang
算法工程师 at Grab
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolShuailong Liang is an algorithm engineer and applied scientist based in Singapore with 11 years of experience building end-to-end ML and DL systems, particularly in NLP and search. He has driven production features across top tech platforms—TikTok, Grab, Shopee and Amazon—focusing on query understanding, rewrite/expansion, autocompletion, and multi-objective ranking. Shuailong holds a PhD in Natural Language Processing from SUTD and combines deep research experience with hands-on engineering to move models from literature to robust production. Equally comfortable experimenting with dialogue-state tracking research as during his Amazon internship, he now applies those foundations to real-world recommendation and search problems at scale. His interests bridge NLP, deep learning and financial markets, reflecting a habit of applying language models to diverse, high-impact domains.
11 years of coding experience
1 year of employment as a software developer
Information System Technology and Design, Information System Technology and Design at Singapore University of Technology and Design (SUTD)Bachelor of Engineering (B.E.), Digital Media Technology, Bachelor of Engineering (B.E.), Digital Media Technology at Zhejiang University
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (85)
python10
deep-learning10
gpu10
crf10
transformer10
nlp10
data-science10
tensorflow10
natural-language-processing10
softmax10
pytorch10
machine-learning10
numpy9
neural-network9
jax9
Programming languages (5)
Github contributions (5)
Shuailong/Leetcode
Jan 2016 - Nov 2019
Contributions:49 commits, 91 pushes, 1 branch in 3 years 10 months
Shuailong/BlamePipeline
May 2018 - Dec 2019
Contributions:48 commits, 3 pushes in 1 year 7 months
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