吴忒帅

Key Skills

Software

No software listed

Top Subject Matter

Campus social interactions and user intent mapping

Nutrition domain knowledge and safe model responses

Top Data Types

Text

Top Task Types

Data Collection

Freelancer Overview

Campus Social Agent & Mini-Program (Lead Developer) — Data Refinement for agent response patterns. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Food Nutrition and Health, BoZhou University (2029). AI-training focus includes data types such as Text and labeling workflows including Data Collection, Evaluation, and Rating.

Labeling Experience

AI-Driven Nutrition Assistant (Self-initiated) — Data annotation and response evaluation

Text

Collected and annotated nutritional data to create a knowledge base for a specialized nutrition AI assistant. Evaluated model responses rigorously to verify scientific accuracy and adherence to safety guidelines. Applied testing workflows to ensure the assistant outputs reliable and compliant nutritional advice. • Annotated nutritional data to support domain knowledge retrieval • Conducted response evaluation against scientific correctness criteria • Checked adherence to safety guidelines for nutritional recommendations • Iterated on evaluation results to improve quality and trustworthiness

Present

Campus Social Agent & Mini-Program (Lead Developer) — Data Refinement for agent response patterns

TextData Collection

Built and curated a specialized dataset of campus social interactions to train an autonomous social agent. Structured the collected examples to improve downstream intent recognition and recommendation quality. Used Python and LLM prompt logic to align training data patterns with safe, campus-appropriate responses. • Curated dataset entries from campus social interaction signals for training • Refined label/structure to strengthen intent recognition accuracy by 25% • Integrated dataset-driven behavior with agent logic and system prompts • Performed dataset preparation to support event matching and social recommendations

Not specified

Education

Work History