belgio99/smartfactory
Nov 2024 – Dec 2024
2 Months active
Languages Used
CSVPythonTextJSONPlain TextXMLtext
Technical Skills
API DevelopmentData EngineeringPrompt EngineeringPython DevelopmentRAGSystem Design
francealip
PROFILE
Francealip
Worked on the belgio99/smartfactory repository to deliver robust backend features focused on KPI workflows, explainable AI, and dashboard enhancements. Developed and integrated a PromptManager for managing RAG prompt templates, improving retrieval and reporting processes. Stabilized the KPI generation pipeline and implemented full XAI integration to enhance model interpretability. Addressed API integration and output formatting, while refining dashboard generation with translation support and GUI fixes. Utilized Python, JSON, and asynchronous programming to optimize data handling, reporting, and system reliability. The work emphasized scalable prompt engineering, rigorous testing, and code refactoring, resulting in improved reliability and business value for KPI-driven insights.
Overall Statistics
Feature vs Bugs
57%Features
Repository Contributions
32Total
Bugs
9
Commits
32
Features
12
Lines of code
2,005
Activity Months2
Your Network
23 peopleWork History
December 2024
30 Commits • 10 Features
Dec 1, 2024December 2024 monthly summary for belgio99/smartfactory focused on stabilizing KPI workflows, advancing AI explainability, and delivering dashboard/report improvements. Major outcomes include end-to-end KPI pipeline fixes, full XAI integration, API and translation enhancements, dashboard/report refinements, and final optimizations with T3 integration. These efforts improved reliability, time-to-insight, and business value for KPI-driven decision making.
30 Commits • 10 Features
Dec 1, 2024December 2024 monthly summary for belgio99/smartfactory focused on stabilizing KPI workflows, advancing AI explainability, and delivering dashboard/report improvements. Major outcomes include end-to-end KPI pipeline fixes, full XAI integration, API and translation enhancements, dashboard/report refinements, and final optimizations with T3 integration. These efforts improved reliability, time-to-insight, and business value for KPI-driven decision making.
December 2024
November 2024
2 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for belgio99/smartfactory. Delivered two major features with a focus on data reliability and scalable prompt management, driving faster test cycles, improved retrieval quality, and streamlined RAG workflows. Also stabilized the testing infrastructure to ensure CI reliability for ongoing releases.
November 2024
2 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for belgio99/smartfactory. Delivered two major features with a focus on data reliability and scalable prompt management, driving faster test cycles, improved retrieval quality, and streamlined RAG workflows. Also stabilized the testing infrastructure to ensure CI reliability for ongoing releases.
Activity
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Quality Metrics
Correctness81.8%
Maintainability84.4%
Architecture77.6%
Performance73.0%
AI Usage44.4%
Skills & Technologies
Programming Languages
CSVJSONPlain TextPythonTextXMLtext
Technical Skills
API DevelopmentAPI IntegrationAsynchronous ProgrammingBackend DevelopmentBug FixBug FixingCode RefactoringContext ManagementData EngineeringData FormattingData HandlingData ModelingData ProcessingDocumentationExplainable AI (XAI)
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