Precious M.

Key Skills

Software

No software listed

Top Subject Matter

Linguistic evaluation and transcription quality assurance for AI training datasets

Clinical/nursing documentation and structured medical data preparation for AI training or evaluation

Legal Services & Contract Review

Top Data Types

Audio

Text

Document

Top Task Types

Transcription

Classification

Entity (NER) Classification

Freelancer Overview

Data Quality & Transcription Specialist | Freelance / Remote Contractor (Nairobi, Kenya). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Science in Nursing, University of Nairobi (2024). AI-training focus includes data types such as Audio, Medical, and DICOM and labeling workflows including Transcription, Classification, and Named Entity Recognition.

Labeling Experience

Data Quality and Transcription Specialist - Freelance

AudioTranscriptionEntity (NER) Classification

Provided remote support for auditing and converting clinical and multimedia content into accurate, usable text and records under strict project policies. Applied quality control methods to verify alignment, correctness, and contextual suitability of the delivered outputs. Ensured data handling followed privacy requirements and confidentiality obligations throughout the workflow. • Conducted high-precision data auditing and text alignment against raw audio sources. • Assessed and ranked AI-generated responses for grammar, naturalness, and contextual relevance. • Curated and categorized multimedia assets with correct naming, tagging, and workflow adherence. • Maintained strict compliance with data privacy standards and NDA requirements.

2025 - Present

Data Quality & Transcription Specialist | Freelance / Remote Contractor (Nairobi, Kenya)

AudioTranscription

Performed high-precision data auditing and audio-to-text alignment by cross-referencing automated scripts against raw audio data. Evaluated and ranked AI outputs for linguistic naturalness, grammatical correctness, and contextual relevance. Curated and organized multimedia data assets to support downstream model training and evaluation. • Audio-to-text transcription alignment • Linguistic quality and contextual relevance evaluation • Multimedia asset tagging and categorization • Strict QA, privacy compliance, and NDA adherence

2025 - Present

Clinical Documentation Assistant - Academic Work

Transcription

Assisted with academic nursing documentation by processing, organizing, and structuring clinical case scenarios for study and reference use. Transcribed complex instructional content into clear digital notes and validated information against credible healthcare sources. Followed standardized healthcare criteria and documentation expectations to maintain accuracy and readability. • Processed, tagged, and structured medical case scenarios and clinical symptoms using set criteria. • Transcribed medical lectures and case notes into organized digital references. • Verified factual claims against peer-reviewed healthcare materials for scientific accuracy. • Managed sensitive medical terminology and documentation protocols with high attention to detail.

2024 - Present

Clinical Documentation Assistant | Academic Work (Nursing) (Nairobi, Kenya)

Classification

Processed and tagged medical case scenarios and clinical symptoms using standardized healthcare criteria. Transcribed complex medical lectures and case notes into organized digital references for annotation-ready documentation. Verified factual claims against peer-reviewed healthcare resources to ensure structural and scientific accuracy. • Medical case and symptom tagging based on criteria • Transcription of lectures and case notes • Accuracy verification against peer-reviewed sources • Protocol-driven documentation for consistent dataset quality

2024 - Present

Education

Work History