Victor M.

Key Skills

Software

Label Studio

Labelbox

Argilla

CVAT

Top Subject Matter

Conversational AI training data

content quality and evaluation

Content moderation

Top Data Types

Text

Audio

Document

Top Task Types

Prompt + Response Writing (SFT)

Classification

RLHF

Entity (NER) Classification

Freelancer Overview

AI Data Annotation Specialist & Writer. Core strengths include Don't disclose. Education includes Bachelor of Arts, Stanford University and High School Diploma, Stuyvesant High School. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Classification, and RLHF.

Labeling Experience

AI Data Annotation Specialist & Writer

Don't discloseTextPrompt + Response Writing (SFT)Classification

Served as an AI data annotation specialist and writer, producing labeled conversational training content for NLP/LLM use. Created prompt-response pairs with strict grammar, tone, and formatting constraints while supporting downstream AI model improvements. Also assessed and revised model outputs to meet clarity and accuracy requirements. • Annotated large text datasets using precise semantic tags and structural labels • Wrote high-quality prompt-response pairs to train conversational AI • Evaluated, ranked, and critiqued model-generated prose • Rewrote low-quality outputs to satisfy benchmark criteria

2024 - Present

Content Reviewer & Editor

Don't discloseText

Worked as a lead content reviewer and editor with a strong focus on safety and policy compliance for user-submitted and platform content. Conducted fact-checking and discrepancy detection to maintain database integrity and reduce harmful or invalid content. Audited and proofread extensive documents under tight deadlines while producing internal guidance for moderation teams. • Cross-referenced high-volume content against platform safety guidelines and compliance rules • Flagged hate speech, policy violations, and factual discrepancies • Audited/edited/proofread text using high-speed typing to improve pipeline efficiency • Authored internal documentation and onboarding guidelines for moderation teams

2022 - 2024

Education

Work History