Eunice M.

Key Skills

Software

OneForma

Other

Top Subject Matter

Satellite imagery annotation (buildings/object detection)

Linguistic quality review and LLM output evaluation (NLP)

Legal Services & Contract Review

Top Data Types

Text

Image

Document

Top Task Types

Segmentation

Freelancer Overview

AI data annotation work for satellite imagery projects and evaluation on OneForma (Benjamin AI). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OneForma and Other. Education includes Bachelor of Business Administration, Kenya Institute of Management (2024) and Diploma in Customer Services, Kenya Institute of Management (2019). AI-training focus includes data types such as Geospatial, Tiled Imagery, and Text and labeling workflows including Segmentation, Evaluation, and Rating.

Labeling Experience

AI data annotation work for satellite imagery projects and evaluation on OneForma (Benjamin AI)

OneFormaSegmentation

Annotated satellite imagery for object/building detection using SAM model outputs and performed precise boundary labeling and quality checks. Reviewed annotation consistency against project guidelines and corrected errors to ensure reliable training data quality. Coordinated work for high-volume labeling and evaluation tasks to meet platform scoring targets.• Used SAM (Segment Anything Model) for generating segmentation candidates.• Produced building segments from satellite imagery with careful verification.• Achieved 96.7% evaluation score on Benjamin AI project work.• Conducted QA checks aligned with MQM-style quality expectations.

2023 - 2025

Linguistic quality reviewer / remote AI trainer supporting LLM evaluation

OtherText

Performed linguistic quality review and evaluated AI outputs related to translation quality and bias detection using MQM frameworks. Assessed LLM responses for hallucinations and prompt-response alignment to support improved downstream model behavior. Applied structured rating and review processes to maintain labeling and evaluation accuracy.• Reviewed LLM outputs for hallucination risks and quality issues.• Applied MQM quality frameworks for evaluation and rating.• Conducted translation quality assessment and AI post-editing style checks.• Performed AI bias detection and prompt evaluation for consistency.

2022 - 2022

Education

Work History