Ednah P.

Key Skills

Software

Micro1

Top Subject Matter

Computer vision and LLM/AI output evaluation (video dataset quality)

Robotics and AI training data / output evaluation

Legal Services & Contract Review

Top Data Types

Video

Text

Image

Document

Top Task Types

Tracking

Freelancer Overview

Home Video Contributor (Projects: Yellowstone & Volcano) — Micro1. Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Micro1. Education includes Bachelor of Laws, Riara University (2028). AI-training focus includes data types such as Video, Text, and Image and labeling workflows including Tracking, Evaluation, and Rating.

Labeling Experience

Home Video Contributor - Micro1

ImageTracking

Assessed and categorized large volumes of video-based data according to algorithmic project guidelines. Performed granular behavioral annotation with timestamped tracking to support computer vision and AI model training. Used pattern recognition and quality-control procedures to flag anomalies and maintain dataset integrity for high-volume benchmarks. • Evaluated, categorized, and documented video-based data per project guidelines • Performed behavioral annotation and timestamped tracking for computer vision use • Flagged anomalies using content evaluation and pattern recognition • Followed strict QC procedures to meet daily high-volume project benchmarks

2026 - 2026

Robotics Generalist — Micro1

Micro1Text

Worked as a Robotics Generalist on AI data annotation and training projects focused on structured evaluation and quality assessment. Evaluated LLM and robotic outputs against multi-layered project rubrics and quality guidelines to determine correctness and consistency. Systematically identified, logged, and corrected inaccuracies, hallucinations, and inconsistencies while maintaining detailed observation records to support model optimization. • Conducted rubric-based evaluation of LLM/robot outputs • Detected and recorded hallucinations and inconsistencies • Corrected errors and ensured guideline adherence • Produced structured documentation for findings and optimization

2025 - 2026

Home Video Contributor (Projects: Yellowstone & Volcano) — Micro1

Micro1VideoTracking

Contributed as a Home Video Contributor for computer vision-oriented video dataset projects, evaluating and organizing large volumes of video data. Completed granular behavioral annotation with timestamped tracking to support AI model training and computer vision pipelines. Followed strict quality-control procedures to meet high-volume daily benchmarks for dataset integrity. • Evaluated and categorized video-based data per project guidelines • Performed timestamped behavioral annotation for model training • Flagged anomalies using pattern recognition and content evaluation • Maintained dataset integrity through QC compliance

2026

Education

Work History