Quant-of-Renmin-University/Quant_RUC
Sep 2025 – Dec 2025
2 Months active
Languages Used
Jupyter NotebookMarkdownPython
Technical Skills
AutomationClassesControl FlowData ProcessingData StructuresData Visualization
Ray Ge
PROFILE
Ray Ge
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
9Total
Bugs
0
Commits
9
Features
6
Lines of code
69,352
Activity Months2
Your Network
82 people
Work History
December 2025
2 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for Quant_RUC: Delivered a Batch Inference Notebook for Sentiment Analysis with Ollama, enabling batch processing of customer reviews and prompt-driven responses. The notebook provides a reproducible workflow, prompts for sentiment classification, and local LLM inference with Ollama. This work reduces manual processing time, accelerates customer feedback analytics, and sets the stage for scalable model experimentation across the product analytics domain. Commits associated with this feature include 28cc436e8f1ad2e4f37014c57abcefc53ad231b4 and 3ee6d4a9df8ee6e08289b7c72752ad0f85c583dc ("update codes").
2 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for Quant_RUC: Delivered a Batch Inference Notebook for Sentiment Analysis with Ollama, enabling batch processing of customer reviews and prompt-driven responses. The notebook provides a reproducible workflow, prompts for sentiment classification, and local LLM inference with Ollama. This work reduces manual processing time, accelerates customer feedback analytics, and sets the stage for scalable model experimentation across the product analytics domain. Commits associated with this feature include 28cc436e8f1ad2e4f37014c57abcefc53ad231b4 and 3ee6d4a9df8ee6e08289b7c72752ad0f85c583dc ("update codes").
December 2025
September 2025
7 Commits • 5 Features
Sep 1, 2025September 2025: Delivered a cohesive set of enhancements across Quant_RUC, focusing on multilingual educational materials, resource consolidation, and scalable automation. The work improves accessibility for learners, strengthens the learning resources, and enables efficient candidate communications.
September 2025
7 Commits • 5 Features
Sep 1, 2025September 2025: Delivered a cohesive set of enhancements across Quant_RUC, focusing on multilingual educational materials, resource consolidation, and scalable automation. The work improves accessibility for learners, strengthens the learning resources, and enables efficient candidate communications.
Activity
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Quality Metrics
Correctness93.2%
Maintainability91.0%
Architecture88.8%
Performance88.8%
AI Usage37.8%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPython
Technical Skills
AutomationClassesControl FlowData ProcessingData StructuresData VisualizationDocument GenerationDocumentationFile ManagementFunctionsJupyter NotebookMatplotlibNumerical MethodsObject-Oriented ProgrammingPython Programming
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline