cv
Basics
| Name | Yicong Huang |
| Label | Ph.D. Candidate | Research Assistant |
| yicongh1@ics.uci.edu | |
| Url | https://Yicong-Huang.github.io |
| Summary | • Researcher in Distributed Systems & Database • System builder for Machine Learning • Coder with passion |
Education
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2019.09 - 2025.03 Ph.D. of Computer Science
University of California, Irvine
Big data management, data-processing system, machine learning system
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2015.09 - 2019.06
Work
- 2024.06 - 2024.09
Software Engineer Intern
Observe Inc.
- Contributed to the development of a dataset transformer for log store analytics, especially focusing on window maintenance of live data streams.
- Investigated the use of Snowflake Time Travel to optimize data partitioning and clustering for transformed datasets.
- 2022.06 - 2022.09
Research Intern
VISA Inc.
- Developed real-time window aggregation framework with out-of-order event support.
- Designed space-efficient, versatile list for in-memory raw-event storage.
- Proposed out-of-order handling algorithms, outperforming existing Flink designs.
- 2020.06 - 2020.09
Research Intern
ByteDance Inc.
- Worked on an HTAP database to support instant query on the real-time data.
- Implemented TP (MySQL) metadata to AP (Kudu) schema conversion.
- Integrated lock-free data structure for heap implementation.
Languages
| Chinese | |
| Native speaker |
| English | |
| Fluent |