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Avinash Mamidi

PROFILE

Avinash Mamidi

Avinash developed and maintained advanced media streaming analytics within the newrelic/entity-definitions repository, focusing on metrics instrumentation, data modeling, and performance monitoring over six months. He engineered golden and summary metrics for video and ad playback, refined query logic for rebuffering and failure rates, and integrated device telemetry, including Roku systems, to enhance business visibility. Using Objective-C, Ruby, and YAML, Avinash improved metadata management and configuration, enabling scalable dashboards and more accurate monitoring. His work included major version releases for the NewRelic video analytics suite in CocoaPods/Specs, demonstrating depth in dependency management, mobile development, and ongoing data quality governance.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

14Total
Bugs
2
Commits
14
Features
6
Lines of code
921
Activity Months6

Work History

December 2025

1 Commits

Dec 1, 2025

December 2025 — concentrated data hygiene work in the newrelic/entity-definitions repository. Removed the deprecated video streaming metrics staging file to eliminate stale/test data and ensure dashboards reflect current metrics. This change reduces data quality risk and aligns with the deprecation policy, improving reliability of video streaming metrics analyses.

October 2025

3 Commits • 1 Features

Oct 1, 2025

October 2025 monthly summary for CocoaPods/Specs: Delivered a major 4.0.0 release across the NewRelic video analytics suite (NewRelicVideoAgent, NRIMATracker, NRAVPlayerTracker), enhancing analytics capabilities, API compatibility, and tracking reliability. The work spanned three components with coordinated commits to ensure a stable deployment path via CocoaPods.

July 2025

2 Commits • 1 Features

Jul 1, 2025

July 2025: Focused on enhancing the precision of golden metric queries for media streaming in newrelic/entity-definitions. Delivered feature improvements to rebuffering ratios, start times, and playback failure analytics for video and ads, and resolved critical issues in media streaming queries through two targeted fixes. The work led to more accurate performance insights, reduced metric drift, and stronger visibility into streaming reliability for product, engineering, and SRE teams.

February 2025

5 Commits • 2 Features

Feb 1, 2025

February 2025 focused on strengthening the entity definitions foundation in newrelic/entity-definitions to improve device telemetry visibility, metric accuracy, and governance. Delivered the Connected Device System entity and integrated Roku telemetry, fixed entity naming to ensure accurate representation across metrics, and enhanced the Media Streaming golden metrics. The work results in clearer business visibility for connected devices, more reliable dashboards, and a scalable baseline for future device definitions.

January 2025

2 Commits • 1 Features

Jan 1, 2025

January 2025 — Delivered a Media Streaming Metrics Framework and tagging enhancements in the newrelic/entity-definitions repository. Implemented Golden Metrics and Summary Metrics for media streaming analysis and added a Team tag to the golden tags to improve metadata, categorization, and analytics capabilities. This work lays the groundwork for more accurate performance monitoring, richer analytics, and scalable data governance across media resources. No major bugs were reported/fixed in this repository this month. Key commits and tech notes: 0d76fd1c1a22cf1bdfbaf50f1aba1e90c3667ac4 (Added Golden and Summary metrics for Media Streaming (#1844)); 5038220a4e89969695239e366521aa8d22cc11dd (Add team in golden tags for Media Streaming entity (#1869)).

December 2024

1 Commits • 1 Features

Dec 1, 2024

December 2024: Focused on delivering a high-value observability feature for media streaming within the newrelic/entity-definitions repository. Implemented golden and summary metrics and associated queries to measure streaming performance for video and ads, enabling deeper insights and faster optimization.

Activity

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Quality Metrics

Correctness86.4%
Maintainability87.2%
Architecture85.8%
Performance82.8%
AI Usage24.2%

Skills & Technologies

Programming Languages

Objective-CRubyYAML

Technical Skills

ConfigurationConfiguration ManagementData AnalysisData ModelingDependency ManagementEntity ModelingMetrics ConfigurationMetrics DefinitionMobile DevelopmentMonitoringNew RelicPerformance MonitoringQuery OptimizationYAML configurationdata analysis

Repositories Contributed To

2 repos

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

newrelic/entity-definitions

Dec 2024 Dec 2025
5 Months active

Languages Used

YAML

Technical Skills

Data ModelingMetrics DefinitionConfigurationData AnalysisMonitoringdata analytics

CocoaPods/Specs

Oct 2025 Oct 2025
1 Month active

Languages Used

Objective-CRuby

Technical Skills

Dependency ManagementMobile DevelopmentPerformance MonitoringiOS Development