Constance Egboh

Key Skills

Software

Labelbox

Mindrift

Top Subject Matter

Machine Learning/AI Evaluation

Text Data Annotation/AI Training

Audio Transcription/Data Preparation

Top Data Types

Text

Audio

Top Task Types

Classification

Transcription

Freelancer Overview

AI Evaluator (Softechub). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox, Mindrift, and N. Education includes Bachelor of Economics, Delta State University (2015). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Pilot Assistant (Freelance, Mindrift)

MindriftTextClassification

As an AI Pilot Assistant for Mindrift, I reviewed and labeled datasets according to prescribed guidelines. Duties included validating data entries and flagging inaccurate or low-quality AI responses. Clear documentation was maintained to support continuous AI improvement efforts. • Labeled and classified text data per annotation requirements • Performed quality checks and data validation • Flagged and documented incorrect outputs • Ensured data quality for AI training purposes

As an AI Pilot Assistant for Mindrift, I reviewed and labeled datasets according to prescribed guidelines. Duties included validating data entries and flagging inaccurate or low-quality AI responses. Clear documentation was maintained to support continuous AI improvement efforts. • Labeled and classified text data per annotation requirements • Performed quality checks and data validation • Flagged and documented incorrect outputs • Ensured data quality for AI training purposes

2026 - 2026

AI Evaluator (Softechub)

LabelboxText

As an AI Evaluator at Softechub, I assessed AI-generated outputs for quality, accuracy, and relevance. I followed detailed evaluation protocols and guidelines to ensure consistency across results. The work contributed directly to refining machine learning datasets, supporting downstream model improvements. • Evaluated and rated AI-generated text outputs • Identified and documented errors or inconsistencies • Provided structured feedback on AI performance • Ensured adherence to evaluation guidelines and standards

As an AI Evaluator at Softechub, I assessed AI-generated outputs for quality, accuracy, and relevance. I followed detailed evaluation protocols and guidelines to ensure consistency across results. The work contributed directly to refining machine learning datasets, supporting downstream model improvements. • Evaluated and rated AI-generated text outputs • Identified and documented errors or inconsistencies • Provided structured feedback on AI performance • Ensured adherence to evaluation guidelines and standards

2026 - 2026

Transcriber (ALX)

AudioTranscription

At ALX, I transcribed audio recordings into accurate written text as part of dataset construction. Transcriptions were thoroughly reviewed for grammar, punctuation, and completeness. Consistent quality and adherence to structured guidelines were required throughout the project. • Converted audio to text with high accuracy • Proofread and edited transcripts • Followed detailed transcription guidelines • Ensured clarity and data reliability in transcripts

At ALX, I transcribed audio recordings into accurate written text as part of dataset construction. Transcriptions were thoroughly reviewed for grammar, punctuation, and completeness. Consistent quality and adherence to structured guidelines were required throughout the project. • Converted audio to text with high accuracy • Proofread and edited transcripts • Followed detailed transcription guidelines • Ensured clarity and data reliability in transcripts

2025 - 2025

Education

Work History