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Andrew Docherty

PROFILE

Andrew Docherty

During November 2025, Docherty developed the RunPod Instance Catalog Data Fetcher for the skypilot-org/skypilot repository, automating the generation of catalog data for SkyPilot. Using Python, Docherty integrated with the RunPod API to fetch and process instance information, including GPU types, pricing, and availability, and outputted the results as a CSV compatible with SkyPilot’s system. The solution expanded catalog coverage by adding missing GPUs and supporting all GPU quantity permutations, while also introducing CPU-only instance support and improved memory reporting. Code quality was maintained through consistent linting and formatting, and Docherty collaborated closely on code reviews to refine the implementation.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
704
Activity Months1

Work History

November 2025

1 Commits • 1 Features

Nov 1, 2025

November 2025: Delivered the RunPod Instance Catalog Data Fetcher to automate and standardize catalog data production for SkyPilot. The feature generates a CSV-compatible dataset via RunPod API, including GPU types, pricing, and availability, and supports CPU-only instances. Expanded catalog coverage by adding missing GPU entries and ensuring all permutation combinations of GPU quantities are captured. Implemented CPU-focused data paths and memory reporting improvements, fixed data-reporting bugs, and refined naming conventions. Achieved high-code quality through linting (yapf, pylint) and formatting fixes, and integrated feedback from code reviews (co-authored PRs with Robert Pirtle).

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

API integrationCSV generationdata fetchingdata processing

Repositories Contributed To

1 repo

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

skypilot-org/skypilot

Nov 2025 Nov 2025
1 Month active

Languages Used

Python

Technical Skills

API integrationCSV generationdata fetchingdata processing