Poelo M.

Key Skills

Software

Other

Top Subject Matter

Research data collection and verification (field enumeration)

Pricing survey data collection for cost-of-living assessments

Operations and systems management for research/reporting workflows

Top Data Types

Text

Document

Video

Top Task Types

Data Collection

Classification

Question Answering

Freelancer Overview

Enumerator, Data Collector & Data Entry Assistant (Various Projects). Brings 13+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other, N, and A. Education includes International Baccalaureate Diploma, Machabeng International College (2007) and Permaculture Design Certificate, Hope Permaculture Institute (2015). AI-training focus includes data types such as Text and labeling workflows including Data Collection and Classification.

Labeling Experience

Process Documentation & SOP Development Co-Founder & Operations Lead (Green Revolution PTY LTD)

TextData Collection

As Co-Founder & Operations Lead, you coordinated operational processes and multi-step workflows while ensuring data accuracy in complex, multi-stakeholder environments. You developed and maintained SOPs and supported structured operational planning and reporting, which are key to preparing high-quality datasets for AI/data workflows. While not described as AI annotation, your role included accuracy-focused operational data handling that supports data readiness. • Developed SOPs and standardized operational workflows • Coordinated teams and ensured data accuracy across stakeholders • Led logistics tracking and structured long-term project planning • Supported research, reporting, and process optimization

2018 - Present

Enumerator, Data Collector & Data Entry Assistant (Various Projects)

OtherTextData Collection

You served as an enumerator and data entry assistant on various research projects involving field data collection and accuracy-focused verification workflows. Your work emphasized consistency checks and information classification to support reliable reporting outputs. This experience aligns with structured data labeling and preparation for downstream analytics. • Conducted field enumeration for research datasets • Performed data entry and verification for reporting • Applied data consistency checking and structured data handling • Managed accuracy-focused workflows and information classification

2014 - Present

Communications Officer (Selemela Learning Network)

TextClassification

As a Communications Officer, you managed administrative systems and oversaw internal and external communication workflows across multiple platforms. Your responsibilities included information organization and categorization, plus development of standardized workflow systems and protocols. These activities are directly relevant to preparing structured text data and maintaining quality in dataset-related content operations. • Organized and categorized information for consistent handling • Developed standardized processes and workflow systems/protocols • Coordinated interdepartmental workflows for content dissemination • Used digital collaboration tools to support structured content handling

2020 - 2024

Enumerator & Data Collector (UNESCO Pricing Survey Contract Role)

TextData Collection

You completed UNESCO pricing surveys by collecting and verifying product and pricing data across multiple retail stores. The work required field validation and reporting-quality checks to ensure accurate cost-of-living assessment inputs. This is consistent with labeling-oriented data collection and quality control for structured datasets. • Collected and verified pricing and product descriptions • Conducted field validation and quality standards checking • Managed reporting and ensured dataset consistency • Supported international research for stipend and compensation assessments

2015 - 2016

Education

Work History