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@sana2

AI response evaluator using Simplified Chinese and English to assess accuracy and instruction-following; developed FlowLens for web and network performance analysis.

China
Message

I evaluate AI-generated responses for accuracy, relevance, clarity, naturalness, consistency, and instruction-following. In independent projects, I compare outputs, test prompts across different constraints and contexts, and flag issues such as factual inconsistencies and unnatural Chinese expressions.

Through my independent software development projects, I develop small applications and prototypes with Swift and SwiftUI. I test interfaces, application logic, input handling, and behavior across scenarios, and document bugs and possible solutions.

I built and maintained FlowLens, an open-source technical project focused on web and network performance analysis. I worked with structured output covering DNS, TCP, TLS, TTFB, API checks, and reporting, and used GitHub for version control, documentation, feature planning, and releases.

I also create and review Chinese-language technology and educational content, rewriting complex technical information into clear, natural Chinese. I’m currently pursuing higher education at Beijing College of Finance and Commerce while working on software development, AI-assisted workflows, and technology projects.

Experience

Work history, roles, and key accomplishments

IP
Current

AI Tools and Product Evaluation

Independent Projects

Jan 2024 - Present (2 years 9 months)

Regularly use large language models for research, software development, writing, translation, brainstorming, and technical problem-solving. Compare AI-generated responses based on correctness, relevance, completeness, tone, clarity, and adherence to instructions.

Education

Degrees, certifications, and relevant coursework

BC

Beijing College of Finance and Commerce

College Student

Currently pursuing higher education at Beijing College of Finance and Commerce.

Tech stack

Software and tools used professionally

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