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T
Thapelo M.

Thapelo M.

Laboratory Team Manager in Contract Review, Compliance, and Legal Research

South Africa flagMiddelburg, South Africa

Key Skills

Software

Label StudioLabel Studio

Top Subject Matter

Legal Services & Contract Review
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

Computer Code ProgrammingComputer Code Programming
TextText
DocumentDocument

Top Task Types

Object DetectionObject Detection

Freelancer Overview

Laboratory Team Manager in Contract Review, Compliance, and Legal Research. Brings 18+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Education includes National Diploma, Vaal University of Technology (2010) and Certificate, Leco SA (2013). Well suited for text-focused AI training, including legal document review, compliance annotation, and rubric-based quality evaluation.

Labeling Experience

Precision Engineering Diagram Annotation for AI Object Detection

ImageImageObject DetectionObject Detection

I labelled engineering diagrams, using object detection with bounding boxes, covering 7 symbol classes and special routing nodes. I also annotated line connections between symbols, marking them as solid or non solid. The work required consistent, guideline-compliant labels across large complex sheets.

2023 - Present

Education

W

WHJ de Beer

Certificate, Laboratory Validation

Certificate
2017 - 2017
L

Leco SA

Certificate, Laboratory Validation

Certificate
2013 - 2013

Work History

C

Columbus Stainless Steel

Laboratory Team Manager

Middelburg
2011 - Present
C

Columbus Stainless Steel

Laboratory Analyst

Middelburg
2010 - 2011