Isaac T.

Key Skills

Software

Telus

Lionbridge

Other

Top Subject Matter

Search engine evaluation and AI-generated content quality/risk assessment

Social media content evaluation and labeling

Data collection and dataset preparation

Top Data Types

Text

Video

Document

Top Task Types

Classification

Data Collection

Transcription

Freelancer Overview

Search Engine Evaluator (Freelance) - AI training via search results rating. Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Telus, Lionbridge, and Other. Education includes Bachelor of Science, University Of Port Harcourt (2016). AI-training focus includes data types such as Text, Video, and Computer Code and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Search Engine Evaluator (Freelance) - AI training via search results rating

TelusText

Served as a human-in-the-loop AI trainer by evaluating and rating AI-generated search results and advertisements against project guidelines. Assessed content for relevance, factual accuracy, and alignment with user intent while producing structured feedback. Identified and flagged problematic content to improve AI safety, reliability, and quality standards. • Rated search results and ads based on detailed rubric criteria. • Analyzed relevance, factual accuracy, and user intent. • Supplied actionable notes to improve model performance. • Flagged inaccurate, sensitive, inappropriate, or unclear content.

2023 - 2025

Search Media Evaluator (Contractor) - social media classification

LionbridgeVideoClassification

Performed search media evaluation by reviewing and classifying a wide range of social media content according to defined evaluation criteria. Prepared and analyzed datasets to generate recurring reports on content trends and operational performance. Evaluated content from an end-user perspective to confirm relevance, quality, and suitability for a global audience. • Classified social media items across multiple modalities (text, images, video). • Built and analyzed datasets for trend and performance reporting. • Performed quality checks to ensure relevance and suitability. • Interpreted criteria for consistent end-user-oriented judgments.

2021 - 2023

Data Collector - Lionbridge

VideoTranscription

You served as a Data Collector, supporting large-scale data collection initiatives through software tooling and structured processing. You developed Java-based programs that interfaced with Oracle databases to collect and manage data. You performed statistical and financial analysis using STATA and organized the results for review and validation. • Build and maintain Java programs integrating with Oracle databases • Conduct complex statistical and financial analysis with STATA • Transcribe, type, and organize collected data with high accuracy • Prepare structured datasets to ensure usability and validation readiness

2020 - 2022

Data Collector - dataset creation via tooling and analysis

OtherData Collection

Worked as a data collector supporting large-scale data collection and preparation workflows. Built Java-based tooling to interface with Oracle databases for systematic data gathering. Applied statistical and financial analysis using STATA to produce structured datasets for review and validation. • Developed and maintained Java programs for Oracle-based collection. • Conducted statistical/financial analysis in STATA. • Transcribed, typed, and organized collected data accurately. • Prepared datasets for further review and validation.

2020 - 2022

Education

Work History