Netflix-Skunkworks/service-capacity-modeling
Nov 2025 – Dec 2025
2 Months active
Languages Used
PythonJSON
Technical Skills
AWSDatabase ManagementJSONPython ScriptingAWS servicesJSON manipulation
Ammar Khaku
PROFILE
Ammar Khaku
Worked on the Netflix-Skunkworks/service-capacity-modeling repository to enhance capacity modeling and pricing coverage for Aurora PostgreSQL. Delivered new instance shape support and integrated Aurora PostgreSQL pricing data, enabling more accurate capacity planning and cost forecasting across RDS and EC2 environments. Leveraged AWS, Python, and JSON manipulation to align database and compute options, supporting unified forecasting and future extensibility. Improved code maintainability by addressing a false pylint warning related to hypothesis-based testing, reducing developer distraction. The work strengthened data-driven decision-making for capacity investments and cost optimization, while maintaining a clear, traceable commit history to support ongoing enhancements and operational flexibility.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
3Total
Bugs
1
Commits
3
Features
2
Lines of code
1,035
Activity Months2
Your Network
130 peopleSame Organization
@netflix.com103
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Work History
December 2025
2 Commits • 1 Features
Dec 1, 2025December 2025: Expanded capacity modeling and pricing coverage for the Netflix-Skunkworks/service-capacity-modeling repo. Implemented Aurora PostgreSQL pricing data integration, expanded RDS/EC2 coverage, and improved code health by addressing a false pylint warning. These changes enhance pricing accuracy, capacity planning, and developer focus.
2 Commits • 1 Features
Dec 1, 2025December 2025: Expanded capacity modeling and pricing coverage for the Netflix-Skunkworks/service-capacity-modeling repo. Implemented Aurora PostgreSQL pricing data integration, expanded RDS/EC2 coverage, and improved code health by addressing a false pylint warning. These changes enhance pricing accuracy, capacity planning, and developer focus.
December 2025
November 2025
1 Commits • 1 Features
Nov 1, 2025Month: 2025-11 — Concise monthly summary focusing on capacity-modeling enhancements for Aurora PostgreSQL and the overall impact on capacity planning and service flexibility.
November 2025
1 Commits • 1 Features
Nov 1, 2025Month: 2025-11 — Concise monthly summary focusing on capacity-modeling enhancements for Aurora PostgreSQL and the overall impact on capacity planning and service flexibility.
Activity
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Quality Metrics
Correctness93.4%
Maintainability86.6%
Architecture93.4%
Performance86.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
JSONPython
Technical Skills
AWSAWS servicesDatabase ManagementJSONJSON manipulationPythonPython ScriptingPython scriptingdata modelinghypothesistesting
Repositories Contributed To
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