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Maxim Deb Natkh

PROFILE

Maxim Deb Natkh

Debnat Kh worked on the ydb-platform/nbs repository, delivering a series of backend enhancements focused on cache management, data integrity, and system observability. Over three months, Debnat implemented in-memory cache optimizations using C++ and Python, introducing LRU eviction policies and asynchronous node reference loading to reduce memory pressure and improve startup times. The work included refactoring logging for better traceability, expanding test infrastructure, and developing tools for cross-shard consistency and orphan detection. By leveraging skills in distributed systems, concurrency control, and build systems, Debnat’s contributions improved reliability, performance monitoring, and maintainability across the platform’s storage and testing subsystems.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

31Total
Bugs
0
Commits
31
Features
12
Lines of code
3,321
Activity Months3

Work History

January 2025

14 Commits • 8 Features

Jan 1, 2025

January 2025 highlights for ydb-platform/nbs: delivered memory- and performance-oriented Filestore optimizations, implemented non-blocking node reference loading, improved startup-time and configurability of the in-memory index cache, expanded Filestore tooling for data integrity, and enhanced observability and test reliability. These changes reduce memory pressure, speed up tablet startup, improve troubleshooting, and strengthen CI stability.

December 2024

9 Commits • 2 Features

Dec 1, 2024

December 2024 (Month: 2024-12) – ydb-platform/nbs delivered reliability and data-management enhancements across Filestore and NodeRefs/Nodes tables. Major work focused on Filestore stability, debugging instrumentation, and test infrastructure, complemented by introducing a new compaction policy for Nodes/NodeRefs. The changes improved test reliability, observability, and storage lifecycle management, delivering measurable business value in stability and data handling.

November 2024

8 Commits • 2 Features

Nov 1, 2024

November 2024 monthly summary for ydb-platform/nbs: Delivered substantial in-memory cache improvements, enhanced observability, and logging readability. Implemented in-memory tablet and index cache enhancements (monitoring, capacity/config, memory accounting, LRU eviction) with stress tests and sanitizer-friendly adjustments. Refactored Filestore logs to single-line outputs for easier analysis. Strengthened testing with stress tests and sanitizer-oriented adjustments to TSAN/UBSAN/ASAN-like environments. These changes improved cache reliability, performance under load, and issue diagnosability.

Activity

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Quality Metrics

Correctness88.4%
Maintainability86.8%
Architecture82.6%
Performance81.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++MakeProtoPythonText

Technical Skills

API DesignActor ModelAsynchronous ProgrammingBackend DevelopmentBuild SystemBuild System ConfigurationBuild SystemsC++CLI ToolsCache ImplementationCache ManagementCache OptimizationCachingConcurrency ControlConfiguration Management

Repositories Contributed To

1 repo

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

ydb-platform/nbs

Nov 2024 Jan 2025
3 Months active

Languages Used

C++ProtoPythonMakeText

Technical Skills

Backend DevelopmentBuild SystemsC++Cache OptimizationCachingConfiguration Management

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