Vincent T.

Key Skills

Software

Don't disclose

Top Subject Matter

LLM evaluation

search quality

and safety/factual grounding

Top Data Types

Text

Top Task Types

Text Generation

Freelancer Overview

AI Data Specialist, Project Diamond (Remote). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Master of Science in Computer Science, BridgeValley Community and Technical College (2025) and Master of Science in Computer Science, University of California, Berkeley (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

AI Data Specialist, Project Diamond (Remote)

Don't discloseText

Evaluated and annotated generative LLM outputs to improve downstream accuracy, safety, and helpfulness. Applied logical-consistency checks, tone assessment, and bias reduction analysis according to project-specific instructions. • LLM response evaluation and annotation for logical consistency • Hallucination trigger identification and documentation via prompt variations • Structured metric creation from ambiguous user queries • Alignment to evolving helpfulness and safety rating guidelines

2026 - Present

Subject Matter Expert & Science Communicator, mr.deepscience (Remote)

Don't discloseTextText Generation

Synthesized complex marine biology and paleontology research into highly accurate, structured educational scripts. Performed deep-dive factual research to ensure zero-hallucination content and alignment with specialized domain accuracy expectations. • Domain-specific script writing from peer-reviewed sources • Structured educational content preparation • Factual research to prevent hallucinations • Support for specialized AI rating accuracy requirements

2025 - Present

Search Quality Rater (Remote)

Don't discloseText

Trained search ranking algorithms by grading hundreds of search engine queries and AI summaries. Conducted factual accuracy verification across multiple disciplines using structured online research methodologies and authoritative source-checking. • Query and summary relevance grading • E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) compliance • Monthly quality audit tracking with consistent 95%+ accuracy • Authoritative source-checking for factual grounding

2024 - 2025

Education

Work History