MiroMindAI/MiroThinker
Feb 2026 – Mar 2026
2 Months active
Languages Used
PythonMarkdownYAML
Technical Skills
Pythonbackend developmentAI DevelopmentAI integrationConfiguration ManagementDeep Learning
root
PROFILE
Root
Shawn Lim contributed to the MiroMindAI/MiroThinker repository by developing and refining backend features focused on AI integration and data processing. Over two months, he refactored the server name parsing logic using Python, improving code readability and maintainability while aligning with code quality standards. He enhanced context management by introducing a retry mechanism with summarized failures, increasing the reliability of answer generation. Shawn also improved web scraping by updating URL filtering to exclude banned domains, strengthening data compliance. His work demonstrated depth in asynchronous programming, configuration management, and technical documentation, resulting in more robust, maintainable, and compliant backend systems.
Overall Statistics
Feature vs Bugs
75%Features
Repository Contributions
5Total
Bugs
1
Commits
5
Features
3
Lines of code
450
Activity Months2
Your Network
12 peopleShared Repositories
12
Work History
March 2026
4 Commits • 2 Features
Mar 1, 2026March 2026 Monthly Summary - MiroMindAI/MiroThinker: concise review of key features delivered, major bugs fixed, overall impact and accomplishments, and technologies demonstrated. Focused on business value and technical achievements.
4 Commits • 2 Features
Mar 1, 2026March 2026 Monthly Summary - MiroMindAI/MiroThinker: concise review of key features delivered, major bugs fixed, overall impact and accomplishments, and technologies demonstrated. Focused on business value and technical achievements.
March 2026
February 2026
1 Commits • 1 Features
Feb 1, 2026February 2026 — In MiroMindAI/MiroThinker, delivered a focused refactor of the server name parsing regex to improve readability and maintainability. The change was aligned with code quality standards via Ruff formatting and rebased onto main to ensure clean integration. This work reduces parsing edge cases, simplifies future enhancements, and strengthens server-name handling across deployments.
February 2026
1 Commits • 1 Features
Feb 1, 2026February 2026 — In MiroMindAI/MiroThinker, delivered a focused refactor of the server name parsing regex to improve readability and maintainability. The change was aligned with code quality standards via Ruff formatting and rebased onto main to ensure clean integration. This work reduces parsing edge cases, simplifies future enhancements, and strengthens server-name handling across deployments.
Activity
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Quality Metrics
Correctness96.0%
Maintainability88.0%
Architecture92.0%
Performance88.0%
AI Usage40.0%
Skills & Technologies
Programming Languages
MarkdownPythonYAML
Technical Skills
AI DevelopmentAI integrationConfiguration ManagementDeep LearningMachine LearningPythonPython Programmingasynchronous programmingbackend developmentdata filteringdocumentationtechnical writingweb scraping
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