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Tiago Nápoli

PROFILE

Tiago Nápoli

Worked on microsoft/garnet and microsoft/DiskANN, delivering features that improved release automation, metric configurability, and cross-platform packaging. Developed configurable distance metrics in Rust for DiskANN, enabling users to select among Cosine, InnerProduct, L2, and CosineNormalized, which broadened the library’s applicability. Enhanced the Garnet service by refactoring distance and recall logic in C#, reducing code duplication and improving maintainability. Migrated the diskann-garnet package into the DiskANN repository and established automated NuGet publishing workflows using GitHub Actions and YAML, supporting both Linux and Windows. Focused on version control, CI/CD, and package management to streamline releases and support downstream integration.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

6Total
Bugs
0
Commits
6
Features
5
Lines of code
1,406
Activity Months3

Work History

April 2026

4 Commits • 3 Features

Apr 1, 2026

April 2026 monthly summary: Focused on delivering packaging, service, and release improvements for DiskANN and Garnet, with automation, performance enhancements, and maintainability gains that drive faster business delivery and cross-platform distribution. Key outcomes include migrating the diskann-garnet package into the DiskANN repo with metric-type configurability and a GitHub Actions-based NuGet publishing workflow for Linux and Windows; Garnet service enhancements that unify distance metrics and recall logic into generic pathways, reducing duplication and improving performance; modernization of recall tests and vector entry handling for broader metric support; and release readiness with version bumps to 1.0.26 (diskann-garnet) and 1.1.2 (garnet). Technologies demonstrated include .NET/C#, generics, GitHub Actions, and NuGet packaging.

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026 Monthly Summary: Delivered configurable distance metrics for DiskANN Garnet, enabling selection among Cosine, InnerProduct, L2, and CosineNormalized to match diverse use cases. The work was implemented in the microsoft/DiskANN repo under the commit 1b6ab6bc85556baf5244a4ac20e3e83ad08efd3e and tracked in PR 'Allow configurable metric types (#824)'. This initiative improves flexibility, broadens applicability of DiskANN, and accelerates experimentation for customers needing different similarity semantics.

February 2026

1 Commits • 1 Features

Feb 1, 2026

February 2026 (2026-02) – Release-focused work on microsoft/garnet centered on establishing release readiness through proper versioning and metadata alignment. The primary deliverable was a version bump to 1.0.99, enabling downstream build and release automation with accurate labeling.

Activity

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Quality Metrics

Correctness96.6%
Maintainability90.0%
Architecture96.6%
Performance90.0%
AI Usage50.0%

Skills & Technologies

Programming Languages

C#RustShellXMLYAML

Technical Skills

API DevelopmentC#CI/CDDevOpsDistance MetricsGitHub ActionsNuGetRustalgorithm optimizationbackend developmentpackage managementproject managementrepository migrationsoftware release managementunit testing

Repositories Contributed To

2 repos

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

microsoft/garnet

Feb 2026 Apr 2026
2 Months active

Languages Used

XMLC#

Technical Skills

software release managementversion controlC#algorithm optimizationbackend developmentproject management

microsoft/DiskANN

Mar 2026 Apr 2026
2 Months active

Languages Used

RustShellYAML

Technical Skills

API DevelopmentDistance MetricsRustCI/CDDevOpsGitHub Actions