cloudera/CML_AMP_RAG_Studio
Nov 2024 – Dec 2024
2 Months active
Languages Used
BashJavaPythonSQLShellTOMLTypeScriptYAML
Technical Skills
API DesignAPI DevelopmentAPI TestingAxiosBackend DevelopmentCI/CD
csilvamiranda
PROFILE
Csilvamiranda
Carlos Silva Miranda modernized the backend of cloudera/CML_AMP_RAG_Studio by building scalable data ingestion and indexing pipelines, introducing batch embedding for AI models, and refactoring the summarization logic for safer concurrent processing. He migrated core services from Java to Python, leveraging FastAPI and dependency injection to improve maintainability and extensibility. His work included enhancing API endpoints for clarity, implementing robust test isolation, and optimizing CI/CD with tools like PDM and GitHub Actions. By focusing on code quality, type safety, and configuration management, Carlos delivered a more reliable, performant backend that accelerates feature delivery and supports advanced AI-assisted workflows.
Overall Statistics
Feature vs Bugs
74%Features
Repository Contributions
29Total
Bugs
5
Commits
29
Features
14
Lines of code
9,779
Activity Months2
Your Network
85 people
Work History
December 2024
7 Commits • 4 Features
Dec 1, 2024December 2024 monthly summary for cloudera/CML_AMP_RAG_Studio focusing on delivering scalable embedding, robust indexing, API clarity, and test hygiene to drive faster, more reliable data processing and better developer experience.
7 Commits • 4 Features
Dec 1, 2024December 2024 monthly summary for cloudera/CML_AMP_RAG_Studio focusing on delivering scalable embedding, robust indexing, API clarity, and test hygiene to drive faster, more reliable data processing and better developer experience.
December 2024
November 2024
22 Commits • 10 Features
Nov 1, 2024November 2024 results consolidated backend modernization, data ingestion enhancements, and infrastructure improvements to enable scalable AI-assisted workflows. The work delivered created a more maintainable backend, robust parsing and configuration capabilities, and stronger data indexing with improved reliability and UI visibility, driving faster feature delivery and more accurate data processing for customers.
November 2024
22 Commits • 10 Features
Nov 1, 2024November 2024 results consolidated backend modernization, data ingestion enhancements, and infrastructure improvements to enable scalable AI-assisted workflows. The work delivered created a more maintainable backend, robust parsing and configuration capabilities, and stronger data indexing with improved reliability and UI visibility, driving faster feature delivery and more accurate data processing for customers.
Activity
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Quality Metrics
Correctness86.6%
Maintainability85.6%
Architecture84.8%
Performance76.6%
AI Usage21.4%
Skills & Technologies
Programming Languages
BashJavaPythonSQLShellTOMLTypeScriptYAML
Technical Skills
API DesignAPI DevelopmentAPI IntegrationAPI TestingAxiosBackend DevelopmentCI/CDCI/CD ConfigurationClass InheritanceCloud ServicesCode CleanupCode GenerationCode OrganizationCode QualityConfiguration Management
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