Kaai M.

Key Skills

Software

No software listed

Top Subject Matter

Automation Engineer

operations

compliance documentation

Top Data Types

Text

Document

Top Task Types

Classification

Freelancer Overview

Data Clerk & Operations Assistant – Logistics & Distribution Company (Data QA/Validation). Brings 19+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Higher Diploma, City & Guilds and Certified Nursing Assistant, Berkeley College (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Data Clerk & Operations Assistant – Logistics & Distribution Company (Data QA/Validation)

Text

Performed quality assurance checks on operational and dispatch records to ensure data accuracy and compliance documentation integrity. Supported structured data review practices consistent with AI response evaluation workflows. • Conducted QA checks to validate correctness of records • Maintained reports and compliance documentation • Managed operational data and dispatch records • Ensured data quality through review and validation processes

2022 - 2024

Inventory & Store Assistant – Supply Chain & Retail Operations (Structured Data Verification)

TextClassification

Managed inventory verification and maintained stock accuracy through structured reporting and data validation activities. These responsibilities involved interpreting and organizing operational data similarly to structured data labeling and annotation review. • Verified inventory and maintained stock records • Produced operational reporting for stock accuracy • Maintained operational records for distribution tracking • Performed data cleaning/validation through reconciliation activities

2018 - 2020

Stock Controller / Packaging Assistant – Manufacturing & Distribution (Record Validation)

TextClassification

Maintained stock records and performed quality checks within manufacturing and distribution operations. The role required consistent review and validation of structured operational data. • Managed stock records and update cycles • Conducted quality checks on inventory data • Supported packaging and distribution readiness via record accuracy • Ensured correctness of operational documentation

2006 - 2008

Education

Work History