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Luke

PROFILE

Luke

Worked on the rajsinghtech/kubernetes-manifests repository to modernize and optimize cloud-native storage and media processing infrastructure over two months. Focused on storage migration, synchronization, and deployment reliability, the work included integrating Ceph and SMB-backed persistent volumes, enhancing Frigate and Immich workflows, and reorganizing the media stack for cost and availability. Used Kubernetes manifests, Shell scripting, and YAML to automate migration-safe storage transitions, scale media applications, and harden backup and configuration management. The engineering approach emphasized repeatable deployment patterns, operational efficiency, and AI-based event analysis, resulting in improved storage flexibility, reduced inconsistencies, and scalable, predictable synchronization across the stack.

Overall Statistics

Feature vs Bugs

71%Features

Repository Contributions

49Total
Bugs
4
Commits
49
Features
10
Lines of code
2,711
Activity Months2

Your Network

22 people

Shared Repositories

11
kbpersonalMember
rajsinghtechbotMember
Luke HougeMember
Luke HougeMember
OpenClaw AgentMember
Raj SinghMember
Raj SinghMember
Raj SinghMember
rajsMember

Work History

April 2025

17 Commits • 2 Features

Apr 1, 2025

April 2025 monthly summary for rajsinghtech/kubernetes-manifests: focus on storage-efficient Frigate deployment tuning and comprehensive media stack reorganization to optimize cost, availability, and AI-based event analysis. Implemented migration-safe storage migrations to short-snapshot drives, coordinated scale operations for Jellyfin, Plex, Radarr, Sonarr, Lidarr, Transmission, Bazarr, Readarr, and Tdarr, and hardened backup/config management. Result: reduced storage footprint, improved AI event retention, and a scalable, repeatable deployment pattern.

March 2025

32 Commits • 8 Features

Mar 1, 2025

March 2025 monthly summary for rajsinghtech/kubernetes-manifests. Focused on storage modernization, Frigate integration stabilization, and migration workflows, with a strong emphasis on reliability and scalability. Delivered SMB-based persistent volumes for shared storage; re-enabled Frigate integration and moved its configuration back to UNAS to support Ceph-backed deployments; introduced Immich migration workflow with size and sync enhancements; implemented extensive general synchronization improvements and tuning; migrated Frigate to Ceph-backed storage with scaling and synchronization; completed targeted bug fixes including Immich mounts, removal of Immich staging path, and overall stability improvements. Tech stack demonstrated includes Kubernetes manifests, Ceph, SMB, Frigate, Immich, rsync, and NFS, reflecting strong automation, migration planning, and performance-conscious tuning. Business value: improved storage flexibility, scalable media processing, reduced deployment inconsistencies, and more predictable sync cycles.

Activity

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Quality Metrics

Correctness90.2%
Maintainability90.2%
Architecture87.2%
Performance84.0%
AI Usage21.2%

Skills & Technologies

Programming Languages

ShellYAMLyaml

Technical Skills

AI IntegrationArgo CDCloud InfrastructureCloud Native StorageCloud StorageConfiguration ManagementDevOpsInfrastructureInfrastructure as CodeKubernetesShell ScriptingSystem AdministrationVideo Surveillancedevopskubernetes

Repositories Contributed To

1 repo

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

rajsinghtech/kubernetes-manifests

Mar 2025 Apr 2025
2 Months active

Languages Used

ShellYAMLyaml

Technical Skills

Argo CDCloud InfrastructureCloud Native StorageCloud StorageDevOpsInfrastructure