UIUC-Chatbot/ai-ta-backend
Feb 2025 – Feb 2025
1 Month active
Languages Used
Python
Technical Skills
API IntegrationBackend DevelopmentLLM IntegrationNatural Language Processing
Heather Broome
PROFILE
Heather Broome
In February 2025, Henry Broome developed a content moderation and flagging system for the UIUC-Chatbot/ai-ta-backend repository, focusing on monitoring large language model outputs for NSFW content, anger, and misinformation. He integrated the Ollama client to analyze messages and automatically flag those that met predefined risk criteria, establishing a backend workflow for reporting potentially harmful or erroneous content. The solution leveraged Python and backend development skills, with an emphasis on API integration and natural language processing. While the work addressed a single feature, it demonstrated depth in LLM integration and provided scalable moderation capabilities for user-generated content within the application.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
90
Activity Months1
Your Network
165 people
Work History
February 2025
1 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for UIUC-Chatbot/ai-ta-backend: Implemented LLM Content Moderation and Flagging with integrated analysis via Ollama, enabling monitoring of LLM messages for NSFW, anger, and incorrect information, and automated reporting of potentially harmful or erroneous content.
1 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for UIUC-Chatbot/ai-ta-backend: Implemented LLM Content Moderation and Flagging with integrated analysis via Ollama, enabling monitoring of LLM messages for NSFW, anger, and incorrect information, and automated reporting of potentially harmful or erroneous content.
February 2025
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage100.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
API IntegrationBackend DevelopmentLLM IntegrationNatural Language Processing
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