Wilson E.

Key Skills

Software

Don't disclose

Clickworker

CloudFactory

CrowdSource

CVAT

Data Annotation Tech

Dataloop

Doccano

Appen

Google Cloud Vertex AI

HiveMind

Img Lab

LabelImg

Label Studio

Mindrift

OneForma

OpenCV AI Kit (OAK)

Remotasks

Scale AI

Top Subject Matter

Output quality review and feedback processing for AI/prompt response evaluation style workflows

Criteria-based output evaluation and revision cycles transferable to AI response ranking

Visual content quality evaluation (pre-delivery review)

Top Data Types

Video

Image

Text

Top Task Types

Bounding Box

Polygon

Segmentation

Classification

Entity (NER) Classification

Point/Key Point

Polyline

Cuboid

Object Detection

Text Generation

Question Answering

Text Summarization

RLHF

Fine-tuning

Red Teaming

Transcription

Evaluation/Rating

Computer Programming/Coding

Data Collection

Function Calling

Prompt + Response Writing (SFT)

Freelancer Overview

International Remote Freelancer — Upwork & Fiverr (Remote). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Upwork, Fiverr, and Don't disclose. Education includes Bachelor of Surveying and Geoinformatics, Federal University of Technology Owerri (FUTO) (2024). AI-training focus includes data types such as Text, Video, and Geospatial and labeling workflows including Evaluation and Rating.

Labeling Experience

Real Estate Media Specialist (Freelance)

Don't discloseVideo

Worked as a Real Estate Media Specialist evaluating visual outputs (photography and video) against quality and presentation standards prior to client delivery. Independently managed briefs, expectations, and timelines with strong attention to detail and output consistency. The role emphasizes critical review processes similar to structured evaluation in AI training workflows. • Performed consistent critical review of visual deliverables against defined standards. • Managed client expectations and delivery timelines independently. • Ensured output consistency and accuracy before handoff. • Coordinated brief interpretation with quality control checks.

2025 - Present

Freelance Design Consultant (Self-Employed)

Don't discloseText

Served as a Freelance Design Consultant, translating detailed client briefs into structured, actionable outputs with iterative quality checking. Conducted ongoing quality evaluation of work output against brief requirements and implemented improvements based on feedback cycles. Operated in a fully self-directed remote model reflecting requirements common in AI training and annotation platforms. • Converted ambiguous requirements into structured deliverables aligned to the brief. • Applied criteria-based quality review before delivery and after feedback. • Iterated across revision cycles to improve accuracy and consistency. • Planned, executed, reviewed, and delivered independently without supervision.

2022 - Present

International Remote Freelancer — Upwork & Fiverr (Remote)

Text

Worked as an International Remote Freelancer on Upwork & Fiverr with a strong emphasis on evaluating and revising outputs against client expectations. Managed multi-round feedback loops by identifying gaps and driving iterative improvements for higher quality and consistency. Performed structured assessment aligned with platform accountability processes like ratings, reviews, and on-time delivery tracking. • Evaluated delivered work against explicit brief requirements and success criteria. • Processed client feedback to refine accuracy, clarity, and completeness across revisions. • Maintained consistent delivery standards across diverse tasks and expectations. • Operated within structured evaluation frameworks (ratings/reviews/on-time tracking).

2022 - Present

Head Interior Designer — Clinity Lagos

Don't disclose

As a Head Interior Designer, interpreted complex stakeholder requirements and translated them into structured, actionable project plans. Evaluated deliverables against client specifications at each project phase using a quality-review mindset for accuracy and consistency. Coordinated clear communication with multiple stakeholders to maintain task accuracy throughout delivery. • Translated complex requirements into structured plans suitable for execution. • Performed phase-based quality evaluation against client specs. • Maintained accuracy and consistency across ongoing deliverables. • Coordinated multi-stakeholder communication to support reliable output delivery.

2020 - 2022

Education

Work History