microsoft/edge-ai
Sep 2025 – Sep 2025
1 Month active
Languages Used
BashMarkdownShellYAML
Technical Skills
ArchitectureAzure DevOpsCI/CDDevOpsDockerDocumentation
Maho Pacheco
PROFILE
Maho Pacheco
Maho Pacheco developed key architectural and deployment automation features for the microsoft/edge-ai repository, focusing on scalable hybrid edge workloads and reproducible Rust deployments. She authored an architectural decision record introducing a hybrid dataflow and custom pod architecture, integrating Azure IoT Operations Dataflows with Rust-based pods and MQTT communication. Maho also implemented GitOps-based CI/CD templates and deployment scripts using Azure DevOps, Docker, and Kubernetes, providing an alternative to GitHub Actions. Her work improved deployment speed and operational consistency, enabling reproducible builds and streamlined cross-team collaboration. The depth of her contributions addressed both architectural clarity and practical automation for edge computing environments.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
768
Activity Months1
Your Network
4478 peopleSame Organization
@microsoft.com4432
GitOpsMember
Ananta GuptaMember
Abigail HartmanMember
Abram SandersonMember
Adam EttenbergerMember
Ami HollanderMember
AndersMember
Andrej KyselicaMember
Andrew MalkovMember
Shared Repositories
46
Alain UyidiMember
Alexandre GattikerMember
Allen GreavesMember
Andrej KyselicaMember
Andrew MalkovMember
Audrey OlsonMember
Basia MahoneyMember
Ben BrooksMember
Braden EriksenMember
Work History
September 2025
2 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary for microsoft/edge-ai: Key architectural and deployment automation milestones enabling scalable hybrid edge workloads and reproducible Rust deployments. Achievements include an architectural ADR for hybrid dataflow/pod architecture and GitOps-based CI/CD templates for Rust deployments, improving deployment speed, operational consistency, and cross-team alignment across Azure IoT operations and edge services.
2 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary for microsoft/edge-ai: Key architectural and deployment automation milestones enabling scalable hybrid edge workloads and reproducible Rust deployments. Achievements include an architectural ADR for hybrid dataflow/pod architecture and GitOps-based CI/CD templates for Rust deployments, improving deployment speed, operational consistency, and cross-team alignment across Azure IoT operations and edge services.
September 2025
Activity
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Quality Metrics
Correctness95.0%
Maintainability90.0%
Architecture95.0%
Performance80.0%
AI Usage50.0%
Skills & Technologies
Programming Languages
BashMarkdownShellYAML
Technical Skills
ArchitectureAzure DevOpsCI/CDDevOpsDockerDocumentationEdge ComputingGitOpsIoTKubernetesRustShell Scripting
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline