Zick W.

Key Skills

Software

Other

Top Subject Matter

General data entry and validation for various projects (non-image)

Training operations and documentation (dataset/record management)

Training delivery and SOP-driven process instruction

Top Data Types

Text

Image

Document

Top Task Types

Data Collection

Transcription

Freelancer Overview

Data Entry Specialist — data entry and data-quality maintenance. Brings 19+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Computer Software Programming, Metro Business College (2012). AI-training focus includes data types such as Text and Image and labeling workflows including Data Collection and Transcription.

Labeling Experience

Data Entry Specialist — data entry and data-quality maintenance

OtherTextData Collection

Performed large-volume, accurate data entry across multiple project types, ensuring quality and consistency in stored datasets. Maintained data integrity standards during ingestion so downstream workflows could reliably use the collected information. Helped support operational needs that depended on clean, validated records. • Entered and maintained dataset values with attention to format and consistency. • Performed quality checks to reduce errors in large-volume data. • Supported project work that required repeated structured text inputs. • Ensured consistency across datasets for reliable reporting and processing.

2017 - 2023

Lead Researcher (Freelance) — data collection pipelines and research outputs

OtherTextData Collection

Led research initiatives by managing data collection pipelines and producing structured research outputs. Ensured collected information supported business and product decision-making. Delivered organized research deliverables derived from systematic data gathering. • Managed data collection pipelines for research projects. • Produced structured research outputs for stakeholders. • Led research efforts supporting business and product decisions. • Coordinated research data gathering activities over multiple projects.

2015 - 2023

Process Trainer — training delivery and process standardization

TextData Collection

Facilitated process-focused training for new and existing team members to standardize execution. Developed training materials and contributed to operational readiness across teams. Provided post-training support to improve retention and ensure adherence to processes. • Delivered structured training sessions on specific processes and procedures. • Created and refined training materials for operational readiness. • Supported knowledge retention through ongoing follow-ups. • Helped teams maintain consistent process compliance after training.

2020 - 2022

Menu Operator and QA - Invisible Technologies

ImageTranscription

Transcribed image- and web-based restaurant menus accurately while following strict format requirements. Completed QA checks to verify data accuracy and consistency before submission. Required strong attention to detail and the ability to follow structured data entry guidelines. • Transcribe restaurant menus from image and web sources • Follow strict menu formatting and data requirements • Perform QA checks to ensure accuracy and consistency • Maintain high-volume data entry quality standards

2020 - 2020

Pay reconciliation menu operator / QA — menu transcription and validation

OtherTextData Collection

Transcribed image-based and web-based restaurant menus into structured formats with strict requirements. Performed QA checks to ensure the resulting data was accurate and consistent. Supported reliable menu data availability by validating entries against required formatting standards. • Transcribed restaurant menus from image/web sources accurately. • Followed strict format requirements during transcription. • Conducted QA checks for data accuracy and consistency. • Ensured structured output suitable for downstream ordering systems.

2020 - 2020

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Education

Work History