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Tengfei Huang

PROFILE

Tengfei Huang

Tengfei Huang contributed to the apache/spark and apache/incubator-gluten repositories, focusing on data integrity and observability in distributed data processing. He enhanced Spark’s shuffle path by implementing row-based checksums and a cross-stage retry mechanism in Java and Scala, enabling detection and recovery from data inconsistencies regardless of input row order. In the Gluten project, he improved broadcast-join metrics by fixing output row count tracking and expanding test coverage, which strengthened monitoring and capacity planning. His work demonstrated depth in backend development and performance tuning, addressing core reliability challenges in big data processing through targeted, well-tested engineering solutions.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

3Total
Bugs
1
Commits
3
Features
1
Lines of code
1,577
Activity Months2

Work History

September 2025

2 Commits • 1 Features

Sep 1, 2025

2025-09 monthly summary emphasizing data integrity and reliability improvements implemented in the apache/spark repo. Delivered core enhancements to the shuffle path with RowBasedChecksum and a cross-stage retry mechanism, reinforcing end-to-end correctness and fault tolerance for shuffled data processing.

November 2024

1 Commits

Nov 1, 2024

November 2024: Focused on observability and correctness for broadcast-join metrics in the Gluten project. Delivered a targeted bug fix for InputIteratorTransformer metrics in broadcast exchanges and expanded test coverage to validate output row counts during broadcast joins.

Activity

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Quality Metrics

Correctness96.6%
Maintainability80.0%
Architecture93.4%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

JavaScala

Technical Skills

Apache SparkBackend DevelopmentDistributed SystemsJavaPerformance TuningScalaSparkbig databig data processingdata processing

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

apache/spark

Sep 2025 Sep 2025
1 Month active

Languages Used

JavaScala

Technical Skills

Apache SparkJavaScalabig databig data processingdata processing

apache/incubator-gluten

Nov 2024 Nov 2024
1 Month active

Languages Used

JavaScala

Technical Skills

Backend DevelopmentDistributed SystemsPerformance TuningScalaSpark

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