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Sandeep Kumawat

PROFILE

Sandeep Kumawat

Sandeep Kumawat contributed to the wazuh/wazuh-indexer and opensearch-project/index-management-dashboards-plugin repositories, focusing on backend reliability and data management. He enhanced warm index cache restoration by implementing disk-backed FileCache recovery during node restarts, reducing downtime and improving cache integrity. Sandeep refactored index routing and replication logic to support partial locality and safer failover, and streamlined deprecation of legacy tiering features for maintainability. He also improved snapshot retrieval APIs and fixed UI bugs to ensure accurate policy management. His work demonstrated depth in Java, distributed systems, and integration testing, consistently addressing operational edge cases and aligning code with evolving product requirements.

Overall Statistics

Feature vs Bugs

71%Features

Repository Contributions

9Total
Bugs
2
Commits
9
Features
5
Lines of code
2,834
Activity Months6

Work History

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025: wazuh-indexer monthly summary focused on delivering cache reliability improvements for warm indices. Key feature delivered: disk-backed restoration of warm-index FileCache during node boot/restart. This ensures the warm index cache is initialized and available after restarts, reducing restart downtime and avoiding cache warm-up delays. The changes also include improved handling of shard path deletions and file cache cleanup for warm indices to prevent stale data. No major bugs fixed this month; effort concentrated on robust feature delivery and lifecycle reliability. Value delivered includes faster service recovery, more predictable performance for warm indices, and better cache integrity.

May 2025

1 Commits • 1 Features

May 1, 2025

Monthly work summary for May 2025 focused on wazuh/wazuh-indexer. Key deliverables center on deprecation cleanup for HotToWarmTiering, aligning with the product lifecycle and reducing maintenance surface area. Key features delivered: - HotToWarmTiering deprecation cleanup: deprecated/disabled HotToWarmTiering by unregistering REST and transport action handlers; cleanup completed with feature flag adjustments to control the deprecation path. Major bugs fixed: - No critical or major bugs reported or resolved for this period within wazuh-indexer. Overall impact and accomplishments: - Reduces legacy code paths and potential misconfigurations, improving stability and customer migration clarity. - Aligns with deprecation roadmap, enabling safer transitions for users away from HotToWarmTiering. - Improves maintainability and reduces runtime surface area associated with the feature. Technologies/skills demonstrated: - Java-based backend and REST/transport action handling, with feature flag patterns and deprecation strategies. - Git discipline with focused commits to unregister handlers, and clear mapping to business requirements. - Strong alignment between product lifecycle, code hygiene, and customer impact. Business value: - Cleaner deployment surface, lower support burden related to deprecated features, and clearer upgrade paths for customers.

April 2025

2 Commits • 1 Features

Apr 1, 2025

April 2025 monthly summary for wazuh-indexer focusing on key features delivered, major bugs fixed, and overall impact. Two main items: flaky SegmentReplicationIT fixed; warm index routing improved via allocation decider refactor to IS_WARM_INDEX_SETTING, increasing routing accuracy and correct pool allocation. This month emphasizes reliability, test stability, and improved resource utilization, contributing to business value by lowering MTTR and reducing deployment risk.

March 2025

1 Commits • 1 Features

Mar 1, 2025

March 2025 – wazuh/wazuh-indexer: Key feature delivered focused on segment replication improvements for warm data, with partial locality support. No major bugs fixed this month. Overall impact includes improved resilience and faster recovery for warm indices, aided by refactors to index metadata updates and balancer logic. Business value: more reliable tiered-index workflows and faster failover/recovery. Technologies/skills demonstrated: distributed indexing, metadata management, replication/recovery patterns, code refactoring for locality support.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025 monthly summary for opensearch-project/index-management-dashboards-plugin. Focused on delivering a performance-oriented API enhancement for snapshot counting and improving reliability. What was delivered: - Snapshot Retrieval API Enhancement: Refactored snapshot count retrieval to use the cat.snapshots API instead of snapshot.get, enabling direct metadata access and reducing overhead. - Safety and reliability: Implemented safer error handling for the API calls to improve robustness in edge cases. Impact: - Improved efficiency and responsiveness for snapshot count queries by avoiding extra API layers and directly fetching metadata. - Reduced risk of failures due to brittle snapshot.get usage, improving overall uptime for snapshot-related flows. Commit reference: - c459af0d6c6a01d54c25fc8a915d927a34d0f6af — "Use cat snapshot to get the number of snapshot for a repo (#1242)"

November 2024

3 Commits

Nov 1, 2024

November 2024 monthly summary for opensearch-project/index-management-dashboards-plugin focusing on Snapshot Restore and Policy UI bug fixes. Delivered targeted fixes to ensure safer data operations and improved policy management UX, strengthening the plugin's reliability for data protection workflows.

Activity

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Quality Metrics

Correctness84.4%
Maintainability83.4%
Architecture79.0%
Performance81.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

GroovyJavaJavaScriptTypeScript

Technical Skills

API DevelopmentAPI IntegrationBackend DevelopmentCachingCluster ManagementData ManagementData ReplicationDistributed SystemsFile System ManagementFront End DevelopmentIndex ManagementIntegration TestingJavaJava DevelopmentJavaScript

Repositories Contributed To

2 repos

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

wazuh/wazuh-indexer

Mar 2025 Jun 2025
4 Months active

Languages Used

GroovyJava

Technical Skills

Data ReplicationDistributed SystemsIndex ManagementJava DevelopmentTestingBackend Development

opensearch-project/index-management-dashboards-plugin

Nov 2024 Jan 2025
2 Months active

Languages Used

JavaScriptTypeScript

Technical Skills

Front End DevelopmentJavaScriptReactTypeScriptAPI IntegrationBackend Development

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