Akinloye M.

Key Skills

Software

Other

Top Subject Matter

Operational/business datasets and data quality validation for analytics and AI training readiness

Client datasets requiring quality checks and preparation

Data quality assessment and dataset preparation for analytics/ML-ready use

Top Data Types

Text

Computer Code Programming

Top Task Types

Classification

Freelancer Overview

Data Analyst (New Flyer) — data validation and classification quality support. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, University of Ibadan and Bachelor of Science, Federal University of Agriculture, Abeokuta. AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Data Analyst (New Flyer) — data validation and classification quality support

OtherTextClassification

Analyzed and validated large operational datasets to ensure accuracy and consistency in downstream AI/analytics use. Identified anomalies, data quality issues, and classification errors across multiple data sources to support guideline-based labeling quality. Created data transformation and cleansing processes to improve the reliability of labeled records for analysis and reporting. • Performed validation of structured data fields and classification outputs. • Detected labeling inconsistencies and data integrity problems. • Applied cleansing/transformation workflows using query and reporting tools. • Collaborated with stakeholders to define business rules that guide correct labeling.

2022 - Present

Data Analyst (TechSemester) — dataset review and quality checks

OtherTextClassification

Conducted data analysis, reporting, and quality checks for client projects that required reviewing and preparing datasets. Reviewed datasets to identify inconsistencies and supported data preparation activities aligned to correct labeling and validation standards. Helped ensure client data used for analytics reflected accurate, consistent information. • Checked datasets for inconsistencies affecting label correctness. • Supported dataset preparation and quality assurance routines. • Produced reporting outputs to communicate data quality findings. • Assisted with review-driven improvements to dataset reliability.

2021 - 2022

Data Analyst (Aquatech Consult) — data quality assessment

OtherText

Performed statistical analysis, data visualization, and data quality assessments to improve dataset readiness for analysis. Prepared datasets for reporting and ensured research/operational records met expected consistency. Focused on maintaining reliable data that can support annotation, validation, and quality assurance workflows. • Conducted data quality assessments and checks for consistency. • Prepared datasets for downstream analysis and reporting. • Used statistical and visualization methods to evaluate data quality. • Supported reliable data transformations for effective reuse.

2016 - 2021

Research Assistant (Federal College of Forestry, Ibadan) — research data validation

OtherText

Collected, reviewed, validated, and analyzed research data with an emphasis on maintaining accurate records. Ensured consistency in research datasets through repeated validation and record-keeping. Supported data preparation practices that align with labeling/annotation quality expectations. • Performed validation of collected research records. • Maintained accurate documentation to preserve dataset consistency. • Reviewed and analyzed research data for reliability. • Supported preparation of validated datasets for reporting.

2012 - 2015

Education

Work History