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W
Williams U.

Williams U.

Operations Generalist (Assembly, Finishing, Delivery)

Canada flagLondon, Canada

Key Skills

Software

OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)

Top Subject Matter

E-commerce - production classification/differentiation
Object detection - Fine tuning/improvement
Video - Classification / improvement

Top Data Types

DocumentDocument
ImageImage
VideoVideo

Top Task Types

Fine-tuningFine-tuning
Text SummarizationText Summarization
Question AnsweringQuestion Answering
Bounding BoxBounding Box
Data CollectionData Collection
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
TranscriptionTranscription
PolygonPolygon
SegmentationSegmentation
ClassificationClassification
Object DetectionObject Detection
Text GenerationText Generation

Freelancer Overview

Operations Generalist (Assembly, Finishing, Delivery). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Certificate, Pathways Employment Help Centre (2025) and Certificate, Fanshawe College (2023).

Labeling Experience

English Generalist for Ai training

TextTextEvaluation/RatingEvaluation/Rating

Created and answered questions to train AI models. Reviewed, analyze, and rank AI-models' chains of thought for correctness and approach. Provided clear, constructive feedback to improve AI-generated responses.

2025 - 2026

Education

P

Pathways Employment Help Centre

Certificate, Foundations of Wood Manufacturing

Certificate
2025 - 2025
F

Fanshawe College

Certificate, Software and Information System Testing (Quality Assurance)

Certificate
2023 - 2023

Work History

C

Copps Build

Delivery Assistant (Construction Materials)

London
2025 - 2025
H

Home Work By Paul

Co-op Construction Assistant

London
2025 - 2025