Songbin Liu
Software Engineer at Facebook
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolSongbin Liu is a seasoned software engineer with nine years of experience building large-scale, data-driven systems, currently contributing at Facebook from New York. He combines deep expertise in C/C++, Python, Go and Java with hands-on machine learning and data engineering—having implemented bi-directional LSTM semantic filters, item-CF, pLSA, word2vec, and time-series predictors in production. His background spans distributed systems, Hadoop/Spark/Storm pipelines, Kafka, Prometheus/ Istio integrations, and performance work for containers on Kubernetes/OpenShift. Songbin’s PhD research in distributed storage and data compression complements practical experience in async sockets, multi-threading, and data deduplication, enabling robust low-level and ML-infused solutions. He’s an active contributor to tooling and demos (e.g., kubeturbo, podmove, timeSeriesPredict) that bridge observability, orchestration and prediction in cloud environments.
9 years of coding experience
6 years of employment as a software developer
Exchange Student, Distributed Database, Exchange Student, Distributed Database at New York UniversityMaster’s Degree, Computer Science, Master’s Degree, Computer Science at Beijing Information Science and Technology UniversityDoctor of Philosophy (Ph.D.), Distributed storage system, data compression, Doctor of Philosophy (Ph.D.), Distributed storage system, data compression at Tsinghua University
English, Chinese
Github Skills (30)
python10
machine-learning10
deep-learning10
gpu10
natural-language-understanding9
numpy9
distilbert9
tensorflow9
neural-network9
nlp9
gpu-acceleration8
autograd8
recommender-system8
natural-language-processing8
acceleration8
Programming languages (1)
Github contributions (5)
beekbin/bert-cosine-sim
May 2019 - Jun 2019
Fine-tune BERT to generate sentence embedding for cosine similarity
Contributions:7 commits, 1 PR, 10 pushes in 1 month
distilbertberthuggingface-transformersnatural-language-processingcosine
beekbin/SimpleNN
Sep 2017 - May 2018
Contributions:53 pushes, 1 branch in 8 months
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