Pei-lun Liao
Sr. Software Engineer at Databricks
Sunnyvale, California, United States
Summary
🤩
Rockstar🎓
Top SchoolPei-lun Liao is a senior software engineer with 11 years of experience building large-scale ML and systems infrastructure, currently working on model serving at Databricks after leading deep learning infrastructure efforts at LinkedIn. He combines strong research training from NYU (MS in Computer Science) with hands-on expertise in Linux, Python, data engineering and MySQL to operationalize ML workflows in production. His background spans ranking systems, deep learning infra, and model serving, and he has practical experience accelerating algorithms (e.g., GPU-optimized Thompson sampling) and preprocessing massive text corpora. Beyond engineering, Pei-lun’s early roles as a TA and in the navy reveal a discipline for mentoring and dependable, operational reliability under pressure.
11 years of coding experience
5 years of employment as a software developer
Master's degree Electrical and Electronics Engineering, Master's degree Electrical and Electronics Engineering at National Taiwan UniversityMaster of Science - MS Computer Science, Master of Science - MS Computer Science at New York University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (46)
hadoop-yarn10
pytorch10
spark10
python10
llama10
mpi10
machine-learning10
mxnet10
inference10
horovod10
amd10
ml10
keras10
deep-learning10
openai10
Programming languages (5)
Github contributions (5)
shtsai/PyPandas
Mar 2018 - May 2018
PyPandas, a data cleaning framework for Spark
Contributions:7 releases, 69 commits, 66 PRs in 1 month
data-cleaningsparkpython3outlier-detection
Yoctol/yoctol-keras-layer-zoo
Apr 2017 - Jun 2017
Some customized keras layers used in Yoctol NLU.
Contributions:8 releases, 77 PRs, 54 pushes in 2 months
keras-layernluzoo
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