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千雯 丛
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千雯 丛

@0009244

AI evaluation task designer at TalentsAI creating adversarial Python benchmarks that expose frontier LLM failure modes.

Hong Kong
Message

At TalentsAI, I design adversarial Python coding-evaluation tasks for frontier LLMs, with specifications, independent reference oracles, and hidden test suites. I validate solutions and grade model-generated code, then use blind multi-model trials to analyze failure modes while keeping each task uniquely solvable.

At Zhejiang University, I trained, tuned, and evaluated a model for an AI application course project, integrating it into the team’s app for a live demo. I also evaluate Chinese AI output and have annotated Chinese-language data for AI projects; I won First Prize in an AI error-correction competition.

Experience

Work history, roles, and key accomplishments

UP
Current

Freelance Translator

Upwork, Fiverr & ProZ

Jan 2026 - Present (10 months)

Translates and localizes game text into Simplified Chinese, offering translation, editing, and machine-translation post-editing (MTPE) services.

TQ
Current

Game Localization Volunteer

Translator & Chinese QA

Sep 2024 - Present (2 years 2 months)

Translated and proofread visual novels and Hollow Knight mobile-port equipment text into Chinese.

Education

Degrees, certifications, and relevant coursework

Zhejiang University logoZU

Zhejiang University

Bachelor of Engineering, Artificial Intelligence

2024 -

Grade: 3.7

Activities and societies: AI Application Course Project, AI Error-Correction Competition (First Prize), University AI Competition

Pursuing a Bachelor of Engineering in Artificial Intelligence, with an expected graduation in June 2028. Maintains a GPA of 3.7.

Tech stack

Software and tools used professionally

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