Gloria K.

Key Skills

Software

iMerit

Top Subject Matter

AI training data labeling (image comparison/annotation)

Document information verification for legal case records

Real-time written documentation for legal proceedings

Top Data Types

Image

Document

Text

Top Task Types

Entity (NER) Classification

Text Generation

Segmentation

Freelancer Overview

Freelance Data Contributor (Generalist Data Annotator) at iMerit (Remote). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include iMerit. Education includes Bachelor of Laws, Mount Kenya University (2026). AI-training focus includes data types such as Image and Document and labeling workflows including Evaluation, Rating, and Entity (NER) Classification.

Labeling Experience

Freelance Data Contributor - iMerit

ImageSegmentation

You completed high-volume image comparison and annotation tasks under strict platform protocols. You applied careful visual and contextual judgment to ensure precise, consistent labeling decisions. You maintained accuracy and adapted quickly to evolving annotation guidelines while meeting tight turnaround requirements. • Conducted image comparison and key element labeling • Ensured compliance with platform and labeling protocols • Maintained consistent quality across repetitive workloads • Adapted to guideline updates to meet deadlines

2026 - 2026

Freelance Data Contributor (Generalist Data Annotator) at iMerit (Remote)

iMeritImage

Performed high-volume image comparison and annotation tasks under strict platform protocols to ensure consistent labeling decisions. Applied close visual and contextual judgment to distinguish subtle differences between data variants with accuracy. Maintained reliability across repetitive workloads while adapting to evolving annotation guidelines. • Compared source images to identify key elements for labeling • Labeled and verified differences between data variants • Followed detailed platform and guideline requirements • Ensured accuracy and consistency under tight turnaround deadlines

2026 - 2026

Judicial Attachment Group Leader at Limuru Law Courts

DocumentText Generation

Produced precise, real-time written documentation during live judicial proceedings requiring speed and accuracy. Captured complex events as they occurred and maintained quality standards under strict procedural timelines. Served as a primary liaison between the judiciary and external parties while leading a team to deliver accurate records. • Wrote real-time documentation of live proceedings • Captured complex events and procedural details • Led a team while meeting strict quality and timing requirements • Coordinated communication between judiciary and external parties

2024 - 2024

Volunteer Legal Advocate at Prison Legal Aid Clinic Kenya

DocumentEntity (NER) Classification

Reviewed large volumes of case documentation to identify and verify critical information with meticulous attention to detail. Coordinated with institutional stakeholders to validate details and maintain accurate records. Managed concurrent case files while applying consistent, guideline-driven documentation practices. • Extracted key information from case records • Verified details against supporting documentation • Maintained meticulous, accurate records across files • Coordinated with stakeholders to confirm critical facts

2024 - 2024

Education

Work History