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Pablo Machado

PROFILE

Pablo Machado

Pablo Neves Machado developed and enhanced security analytics features in the viduni94/kibana repository, focusing on Privileged User Monitoring and AI-driven risk assessment tools. He engineered robust UI/UX flows for onboarding, data visualization, and entity management, integrating Elasticsearch and ESQL to support advanced querying and dashboarding. Pablo implemented backend APIs and feature flag governance to ensure safe rollouts and maintain data integrity, while also addressing reliability through automated testing and error handling. Using TypeScript, React, and JavaScript, he delivered solutions that improved threat visibility, streamlined analyst workflows, and reduced maintenance risk, demonstrating depth in both frontend and backend development.

Overall Statistics

Feature vs Bugs

58%Features

Repository Contributions

84Total
Bugs
15
Commits
84
Features
21
Lines of code
33,415
Activity Months12

Work History

October 2025

8 Commits • 2 Features

Oct 1, 2025

October 2025 performance for viduni94/kibana focused on strengthening security solution reliability, data integrity, and user experience. Delivered two major feature sets: (1) Privilege Monitoring Engine Initialization and Saved Objects Setup — a migration to automatically install integration sync entity source saved objects for Security Solution and refactored logging/auditing to improve setup reliability and initialization; (2) AI-powered anonymization upgrades and experimental entity highlights behind a feature flag. Addressed UI/UX and visualization gaps to stabilize risk visuals and interactions across the Security Solution.

September 2025

4 Commits • 2 Features

Sep 1, 2025

Concise monthly summary for 2025-09 focusing on viduni94/kibana SecuritySolution work. Two features delivered with clear business value and technical execution. AI Risk Score Assistant Tool launched to retrieve risk scores and contributing factors, anonymize data, support alert contributions, and quick-trigger with preconfigured context. Rollout controlled by riskScoreAssistantToolEnabled, with serverless excluded. Privileged User Monitoring (PrivMon) Integrations UI and onboarding improved with onboarding cards and an integrations section on the PrivMon data sources page to streamline setup and adoption. No major bugs fixed this month in this scope. Overall impact: automates critical risk-scoring workflows, improves security ops efficiency, and enhances onboarding and integration visibility for PrivMon. Technologies/skills demonstrated: AI tooling integration, data anonymization, feature flags, UI/UX onboarding improvements, integration catalogs, security solution tooling.

August 2025

10 Commits • 3 Features

Aug 1, 2025

August 2025 performance summary for viduni94/kibana (Privileged User Monitoring). Focused on delivering UI/visualization enhancements, reliability improvements, testing automation, and codebase maintenance for Privileged User Monitoring (PrivMon). The work improved visibility, reliability, and onboarding flow for privileged access monitoring, while reducing maintenance overhead and improving developer velocity.

July 2025

19 Commits • 4 Features

Jul 1, 2025

July 2025: Delivered major Privileged User Monitoring (PrivMon) enhancements and data-management capabilities in viduni94/kibana, accelerating secure privilege investigations and simplifying configuration governance. Key features shipped include UI/UX refinements with improved data visibility and labeling (CSV-based labeling support), onboarding timeline handling, and targeted performance optimizations; introduced Privilege Monitoring authorization checks with UI callouts for insufficient privileges; enabled Create, Read, Update, Delete (CRUD) operations for Manage Data Sources; improved reliability with robust error handling on the Create Index modal; and expanded test coverage with functional integration tests for PrivMon labeling and upload. Also delivered UI improvements such as an Inspect button in the Privileged users table and enhanced activity dashboards. Technologies/skills demonstrated include UI/UX design, CSV data processing, API integration for privilege checks, ESQL error handling, and test automation (FTR) to stabilize PrivMon workflows.

June 2025

7 Commits • 1 Features

Jun 1, 2025

June 2025: Delivered significant Privileged User Monitoring (PrivMon) enhancements in Kibana and improved search accuracy for user-related fields. Implemented a comprehensive PrivMon dashboard suite with FORK-based queries, risk scoring enablement flow, data view picker integration, and an index creation UI to streamline setup. Fixed FieldCaps API to include unmapped fields for user.name.keyword and filtered results to indices containing the keyword, boosting search reliability. Added stability improvements to handle empty-index scenarios and edge cases around fork query insertion. These changes improve threat visibility for privileged-user activity, accelerate onboarding for security analysts, and enhance data quality for security analytics. Technologies/skills demonstrated: ESQL-based query optimization, FORK framework usage, Kibana SecuritySolution integrations, UI/UX flow for setup, and robust bug-fix discipline.

May 2025

2 Commits • 1 Features

May 1, 2025

May 2025 monthly summary for viduni94/kibana: Delivered the Privileged User Monitoring Page within the Security Solution, featuring a Risk Levels panel, improved DonutChart responsiveness and styling, and added support for ESQL queries in the Inspect Modal. Introduced new hooks to manage ESQL queries and filters, and performed minor refactoring for cleaner code. Implemented cleanup to remove a legacy deep link and updated ownership to prevent referencing a deleted Asset Analytics page, plus aligning deep links configuration to avoid broken links. Overall, these efforts enhance security monitoring capabilities, reduce maintenance risk, and improve developer experience.

April 2025

3 Commits • 1 Features

Apr 1, 2025

April 2025 – Viduni94/kibana: Privileged User Monitoring feature delivered in the Security Solution. Consolidates onboarding workflow, UI pages, and a dedicated Privileged User Monitoring dashboard. Introduces Entity Analytics, integrates into the global menu and Security Solution navigation with a flag-controlled rollout. Includes a sample dashboard, ES LENS support via ESQL, and search/index discovery for compatible indices. Key commits: 47090f198ede73655dc74663772750203fe5ca09, b623001080a331e1c494f1ec45a0f4faa8a43de8, e44148409f7592c5662ad61ac180361dee8e8cbf.

March 2025

8 Commits

Mar 1, 2025

March 2025 monthly summary for Kibana Security Solution work spanning YulNaumenko/kibana and Zacqary/kibana. Focused on strengthening security posture, improving data view handling, and increasing maintainability. Key outcomes include privilege-guarded risk score enablement flow, a space-scoped migration of risk engine component templates, enforced index privileges for data view indices with added unit tests, and substantial refactoring to support reusable privilege checks and API key permission handling, plus UI reliability improvements in host details. Specific deliveries and references follow: - Risk Score enablement flow: privilege checks and modal logic hardened to enable only when both index and cluster privileges are present; UI flow cleanup. Commits: b69b696e7fddf4bb26d038f1deaa6388051c428d, 2a32ed4755c0f4852dc234b72ce5ad278a0ad593. - Kibana Security Solution: Migration to per-space risk engine component templates to namespace templates per space and clean up old non-namespaced templates after updates. Commit: 98c18a395ee51cc73fe93b812ec71f3b9c22efb1. - Security Solution: Enforce index privileges (read and view_index_metadata) before applying data view indices; added unit tests for scenarios with and without required privileges. Commit: 6ab5523a28445a3015b2352c2c8c5153c195d697. - Entity Store Privilege Management and Data View Index Handling (Zacqary/kibana): revamped privilege checks to reusable entity store client logic, added mergeEntityStoreIndices for deduplicating/merging index patterns, enabled API key refresh with appropriate permissions, and improved error messages. Commits: 42183d6039c1bb71b42642747f88493fbe591c2e, ef7fe99f42c513c36001a254e6b8120e043a1d2e, e201b947be53e4e903ab1126592c3853f66108df. - Host Details Flyout Tabs Navigation Bug Fix: fixed inability to switch between tabs and added tests; refactored tab management into reusable hooks. Commit: 6cdbeb95377cb95df567c067c03d0fa33d182b8c. Overall, these efforts improve security posture, data access correctness, and developer productivity by enforcing principled access controls, standardizing cross-space resource naming, increasing test coverage, and improving UI reliability. Business value gained includes reduced risk of privilege misconfiguration, faster bug detection through tests, and more maintainable, scalable code across Security Solution features.

February 2025

7 Commits • 1 Features

Feb 1, 2025

February 2025 monthly summary for repository YulNaumenko/kibana. Focused on UX clarity for security-related entities and on boosting CI reliability through stabilization of the Security Solution test suites. Delivered UI/UX improvements to Entity Analytics and Entity Store, updated initialization text and risk-score descriptions, and removed a distracting 'Critical Services' count to reduce user confusion. Stabilized test suites by unskipping flaky tests and fixing CI issues across risk engine init/status APIs, Asset Criticality Upload tests, and entity store integration tests. This combination improved user guidance, reduced flaky failures, and enabled faster, safer releases.

January 2025

8 Commits • 3 Features

Jan 1, 2025

January 2025 focused on delivering service-centric security capabilities in the Kibana Security Solution, enabling Service as a first-class entity, and strengthening the Entity Store integration. Key UI and enrichment improvements were shipped to expose service-level risk and facilitate faster analyses, along with API adjustments to control enrichment cadence. Test stability was improved by gating asset-criticality tests on MKI to reduce flakiness.

December 2024

1 Commits

Dec 1, 2024

Month: 2024-12 — Focused on stabilizing experimental feature flag governance for the Kibana repository. Delivered a critical bug fix to set the default of the serviceEntityStoreEnabled experimental flag to false, ensuring the feature remains disabled by default until explicitly enabled. Implemented in tkajtoch/kibana with commit bd70664bd15f0cb9ad4ea251c81b82fdc07e9f40 ([SecuritySolution] Fix serviceEntityStoreEnabled experimental flag initial value (#203573)). This change reduces the risk of unintended feature activation, improves deployment safety, and supports clearer rollout control across environments. Key impact: Safer default configuration for experimental features, clearer audit trail for feature flags, and a leaner path for verification in staging/production.

November 2024

7 Commits • 3 Features

Nov 1, 2024

November 2024 (tkajtoch/kibana) - Focused on strengthening security-driven UX for Entity Store, improving in-app navigation performance, and enhancing observability with UI/API improvements. Completed both feature work and reliability fixes, with emphasis on security enforcement, smoother navigation, clearer error feedback, and cross-platform file handling. The work delivered business value through reduced risk, faster operator workflows, and better maintainability and test coverage.

Activity

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Quality Metrics

Correctness92.0%
Maintainability89.6%
Architecture88.4%
Performance82.8%
AI Usage22.2%

Skills & Technologies

Programming Languages

JavaJavaScriptPainlessReactTypeScriptYAMLtsx

Technical Skills

AI IntegrationAI/ML IntegrationAPI DesignAPI DevelopmentAPI IntegrationAPI Integration TestingAPI TestingBackend DevelopmentBackend TestingBug FixingCode MaintenanceCode RefactoringComponent DevelopmentComponent RefactoringConfiguration Management

Repositories Contributed To

5 repos

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

viduni94/kibana

Apr 2025 Oct 2025
7 Months active

Languages Used

JavaScriptTypeScriptYAMLtsxJavaPainlessReact

Technical Skills

API DevelopmentBackend DevelopmentComponent RefactoringData VisualizationElasticsearchElasticsearch Query Language (ESQL)

YulNaumenko/kibana

Feb 2025 Mar 2025
2 Months active

Languages Used

JavaScriptTypeScript

Technical Skills

API Integration TestingBackend DevelopmentBackend TestingCypressEnd-to-end testingFrontend Development

tkajtoch/kibana

Nov 2024 Dec 2024
2 Months active

Languages Used

JavaScriptTypeScriptYAML

Technical Skills

API DesignAPI DevelopmentBackend DevelopmentData ValidationElasticsearchError Handling

afharo/kibana

Jan 2025 Jan 2025
1 Month active

Languages Used

JavaScriptTypeScriptYAML

Technical Skills

API DesignAPI DevelopmentAPI IntegrationAPI Integration TestingBackend DevelopmentComponent Development

Zacqary/kibana

Mar 2025 Mar 2025
1 Month active

Languages Used

JavaScriptTypeScript

Technical Skills

API DevelopmentBackend DevelopmentElasticsearchFront-end DevelopmentKibana Plugin DevelopmentReact

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