Netflix-Skunkworks/service-capacity-modeling
Apr 2025 – Jun 2025
2 Months active
Languages Used
Python
Technical Skills
Backend DevelopmentBug FixCapacity PlanningPerformance OptimizationSystem DesignTesting
ayushisingh29
PROFILE
Ayushisingh29
Ayushi worked on the Netflix-Skunkworks/service-capacity-modeling repository, delivering two new capacity planning features and resolving two critical bugs over two months. She implemented zonal capacity planning and resource derivation, enabling accurate calculation of CPU, memory, network, and disk requirements per zone using Python and Cassandra. Her work included refactoring logic for maintainability, integrating Cassandra-backed buffer calculations, and enhancing test coverage. Ayushi also addressed disk usage and memory preservation issues in Cassandra clusters, improving the accuracy of capacity forecasts and reducing provisioning risk. Her contributions demonstrated depth in backend development, system design, and database optimization, resulting in more reliable modeling workflows.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
4Total
Bugs
2
Commits
4
Features
2
Lines of code
560
Activity Months2
Your Network
23 peopleShared Repositories
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argha-cMember
Akashdeep GoelMember
Ammar KhakuMember
Alex McKeeMember
ayushisMember
ChengMember
cole perezMember
George CampbellMember
Jason KochMember
Work History
June 2025
2 Commits • 1 Features
Jun 1, 2025Delivered two capacity-modeling enhancements in Netflix-Skunkworks/service-capacity-modeling (June 2025): (1) Cassandra Disk Usage Capacity Modeling Accuracy Fix—corrected zone disk usage by including cluster instance count; (2) Cassandra Memory Preservation Logic Enhancement—added derived-buffer-based memory preservation logic with tests. These changes increase the accuracy of capacity forecasts, reduce provisioning risk, and improve modeling reliability.
2 Commits • 1 Features
Jun 1, 2025Delivered two capacity-modeling enhancements in Netflix-Skunkworks/service-capacity-modeling (June 2025): (1) Cassandra Disk Usage Capacity Modeling Accuracy Fix—corrected zone disk usage by including cluster instance count; (2) Cassandra Memory Preservation Logic Enhancement—added derived-buffer-based memory preservation logic with tests. These changes increase the accuracy of capacity forecasts, reduce provisioning risk, and improve modeling reliability.
June 2025
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly performance summary for Netflix-Skunkworks/service-capacity-modeling focusing on delivering reliable, business-value-driven capacity planning capabilities.
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly performance summary for Netflix-Skunkworks/service-capacity-modeling focusing on delivering reliable, business-value-driven capacity planning capabilities.
Activity
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Quality Metrics
Correctness87.6%
Maintainability90.0%
Architecture82.6%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Backend DevelopmentBug FixCapacity PlanningCloud ComputingDatabase OptimizationPerformance OptimizationSystem DesignTesting
Repositories Contributed To
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