huangsheng
Shanghai, China
Summary
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SeniorShengsheng Huang is a Senior Software Architect at Intel specializing in Big Data and AI, with over eight years of experience designing production ML solutions in NLP, AutoML, time series forecasting and recommender systems. An Apache Spark committer and PMC member, she is a core contributor to open-source projects like AnalyticsZoo, BigDL and Apache Kylin, where her backend fixes and Hive/Spark integrations improved cross-platform robustness. She combines deep research experience from the National University of Singapore in large-scale vision and statistical ML with hands-on system expertise in Hadoop/Spark performance tuning and cloud architectures. Comfortable from low-level profiling to end-to-end solution design, Shengsheng also brings full-stack sensibility through front-end visualization and OLAP engine work. Her background blends academic rigor and enterprise delivery across finance, e-commerce, AIOps and manufacturing, making her adept at translating complex algorithms into scalable, customer-facing systems.
8 years of coding experience
Github Skills (7)
javas10
hive10
apache-spark10
java10
scala10
back-end-development9
sql7
Programming languages (9)
Github contributions (5)
apache/kylin
Oct 2022 - Nov 2022
Apache Kylin
Role in this project:
Back-end Developer
Back-end DeveloperContributions:2 reviews, 6 commits, 7 PRs in 26 days
Contributions summary:Huangsheng primarily contributed to the Apache Kylin codebase by addressing bug fixes and implementing enhancements related to Hive integration and Spark engine functionality. They focused on improving the functionality of the Hive check tool across different platforms and resolving issues related to query queue management. Additionally, the user addressed permission-related exceptions and improved exception handling for spark applications. Their work primarily involved modifications to Java and Scala files within the spark-project and core-project directories.
olapapachebig-datajavakylin
shiepmastercs2019/PythonCourseWork2019
Oct 2019 - Oct 2019
Python大作业交流
Contributions:34 commits, 17 PRs, 20 pushes in 4 days
python
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