EXCEEDS logo
Exceeds
Denys Kuzmenko

PROFILE

Denys Kuzmenko

Worked on stability and correctness improvements across the apache/hive and apache/calcite repositories, focusing on data reliability and platform maintenance. Addressed issues in Hive by reverting ACID replication logic to prevent automatic clearing of dangling transactions, thereby reducing data loss risk during incremental replication. In Calcite, corrected STDDEV and Covariance aggregation for double and decimal types by updating the AggregateReduceFunctionsRule and adding targeted tests, which improved analytics accuracy. Additionally, reverted catalog cache changes in Hive to maintain backward compatibility and prevent regressions. Utilized Java, SQL, and Python, demonstrating a methodical approach to database consistency and analytics integrity.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

3Total
Bugs
3
Commits
3
Features
0
Lines of code
39,189
Activity Months2

Work History

August 2025

1 Commits

Aug 1, 2025

Summary for 2025-08 (apache/hive). Focused on stability and maintenance for catalog caching. Reverted REST catalog cache changes associated with HIVE-29035 and MetastoreConf cache expiry for Iceberg catalog to undo prior fix, preserving existing behavior and preventing regressions. Commit details include: Revert "HIVE-29035: Fixing cache handling for REST catalog (#5882)" (c7694fdd9b0e75a978e4e1f334f878c77f8ac7d4).

June 2025

2 Commits

Jun 1, 2025

June 2025: Delivered two high-impact fixes across Hive and Calcite, with a focus on data reliability and analytics correctness. Reverted a Hive ACID replication change to disable automatic clearing of dangling transactions on the target, stabilizing incremental replication and reducing data loss risk. Fixed incorrect STDDEV and Covariance results in Calcite for double and decimal inputs by correcting AggregateReduceFunctionsRule behavior; added tests to validate correctness, lowering risk of misleading analytics in dashboards. Overall, these changes improve data integrity, trust in BI reports, and platform stability across the data stack.

Activity

Loading activity data...

Quality Metrics

Correctness80.0%
Maintainability73.4%
Architecture73.4%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++JavaPythonRubyTypeScript

Technical Skills

ACID TransactionsC++CachingCatalog ManagementData AnalysisDatabaseJavaMetastorePythonReplicationRubySQLSoftware DevelopmentThriftTypeScript

Repositories Contributed To

2 repos

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

apache/hive

Jun 2025 Aug 2025
2 Months active

Languages Used

C++JavaPythonRubyTypeScript

Technical Skills

ACID TransactionsC++JavaMetastorePythonReplication

apache/calcite

Jun 2025 Jun 2025
1 Month active

Languages Used

Java

Technical Skills

Data AnalysisDatabaseSQLSoftware Development