Evans M.

Key Skills

Software

Don't disclose

Top Subject Matter

Machine learning / AI training dataset preparation

Insurance claims data preparation and validation

Top Data Types

Text

Top Task Types

Classification

Freelancer Overview

Freelance Data Analyst / Data Preparation Specialist. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, Dedan Kimathi University of Technology (2019). AI-training focus includes data types such as Text, Medical, and DICOM and labeling workflows including Classification.

Labeling Experience

Freelance Data Analyst / Data Preparation Specialist

Don't discloseTextClassification

Prepared labeled datasets intended for machine learning and analytics pipelines, focusing on accurate class/label assignment aligned to project guidelines. Conducted data cleaning and structuring to ensure label-consistent records for AI and research applications. Ran quality assurance checks to confirm accuracy, integrity, and consistency of the training data. • Standardized inconsistent entries to maintain label consistency. • Validated structured data quality prior to use in training/analysis. • Ensured accuracy and integrity of the final training datasets. • Supported dataset preparation workflows for AI and research needs.

2019 - Present

AI & Data Analytics | Finance & Business Intelligence Specialist

Don't discloseTextClassification

Worked with insurance claims records, applying validation and correction steps to improve the reliability of structured fields used for downstream analytics. Reviewed records for completeness and consistency, supporting the preparation of clean datasets for reporting or research uses. Ensured that corrected entries matched required formats and integrity expectations. • Validated structured insurance claim data. • Corrected incomplete and inconsistent records. • Supported structured data entry and database maintenance. • Improved dataset quality through integrity checks.

2018 - 2022

Education

Work History