Edwin M.

Key Skills

Software

Scale AI

Top Subject Matter

AI training data annotation (multimodal)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Image

Text

Audio

Document

Top Task Types

Classification

Freelancer Overview

Data Annotation Specialist (Freelance/Contract). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI. Education includes Associate Degree, Houston Community College (2022) and Certificate, Coursera (2023). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Classification.

Labeling Experience

Data Annotation Specialist (Freelance/Contract)

Scale AIImageClassification

Labeled image, text, and audio examples to support machine learning training workflows at Scale AI. Followed strict annotation guidelines to ensure data integrity and consistency across datasets. Detected and corrected labeling inconsistencies to improve overall dataset quality and model accuracy. • Annotated multimodal items (images, text, audio) according to provided specs • Ensured adherence to quality/accuracy criteria defined by the project guidelines • Performed consistency checks and rectified discrepancies • Contributed to large-scale AI data initiatives by maintaining reliable annotations

2023 - 2025

Education

Work History