Judith O.

Key Skills

Software

Other

Top Subject Matter

Linguistic reasoning

English comprehension

AI reasoning

Top Data Types

Text

Image

Document

Audio

Top Task Types

Classification

Transcription

Freelancer Overview

AI Data Annotation & Reasoning Specialist (Freelance, Remote) | Jun 2023 – Sep 2025. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Education, Jaramogi Oginga Odinga University of Science and Technology. AI-training focus includes data types such as Text, Image, and Document and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Data Verification Officer (KEPSA, Hybrid) | Nov 2024 – Apr 2025

OtherDocumentClassification

You validated structured financial data through logical verification and compliance checks. You verified entries for correctness and used statistical accuracy audits to ensure dataset quality. Your work improved the reliability of structured datasets used in organizational processes. • Conducted structured validation and logical checks for financial records • Performed compliance verification on dataset fields • Streamlined workflows via precision verification and audits • Ensured statistical accuracy of entries

2024 - 2025

AI Data Annotation & Reasoning Specialist (Freelance, Remote) | Jun 2023 – Sep 2025

OtherImageClassification

You labeled image data to support training and evaluation of AI reasoning models. You verified labeled examples to ensure high-quality annotations that improve reasoning and comprehension. Your work helped refine model performance in multimodal and reasoning-focused tasks. • Labeled and verified images used in reasoning datasets • Applied guidelines combining logical and linguistic reasoning • Contributed to multimodal model evaluation • Sustained high annotation quality to support model refinement

2023 - 2025

AI Data Annotation & Reasoning Specialist (Freelance, Remote) | Jun 2023 – Sep 2025

OtherText

You labeled and verified text data to train and evaluate AI reasoning models for comprehension and response quality. You assessed accuracy and clarity of model outputs as part of English language comprehension and response evaluation tasks. You applied consistent evaluation criteria to support iterative model refinement. • Labeled and verified reasoning-oriented text examples • Evaluated English comprehension and response quality • Maintained 98%+ annotation accuracy for text tasks • Supported model refinement via QA and verification

2023 - 2025

Transcriptionist (TransPerfect, Freelance Remote) | Oct 2024 – Dec 2024

OtherAudioTranscription

You transcribed and annotated Swahili audio data to support AI language model evaluation. You ensured linguistic accuracy and maintained cultural relevance and contextual consistency in transcripts. Your annotated datasets were used to improve model understanding and personalization. • Produced Swahili transcriptions for evaluation datasets • Annotated language data for linguistic/model assessment • Ensured cultural relevance and contextual consistency • Followed linguistic guidelines and data privacy standards

2024 - 2024

Education

Work History