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
Worked on the cloudera/CML_AMP_RAG_Studio repository to modernize backend infrastructure and enhance data processing workflows. Over two months, delivered features such as scalable batch embedding, robust document indexing, and improved configuration management using Python, Java, and TypeScript. Refactored core components to isolate summarization logic, introduced dependency injection for extensibility, and improved CI/CD pipelines with static analysis and test isolation. Enhanced API clarity by restructuring endpoints and improved reliability through fixes in CSV parsing and type hinting. These efforts resulted in a more maintainable codebase, faster feature delivery, and more accurate, scalable AI-assisted data workflows for end users.
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
104 peopleSame Organization
@cloudera.com98
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
Repositories Contributed To
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