Ruth M.

Key Skills

Software

Don't disclose

Top Subject Matter

Clinical diagnostics and EMR/EHR documentation quality assurance

Clinical data preparation

Classification Domain Expertise

Top Data Types

Text

Document

Top Task Types

Diagnosis

Freelancer Overview

Clinical Data Reviewer & Registered Clinical Officer. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Diploma in Clinical Medicine and Surgery, Kenya Medical Training College, Makueni (2021) and Bachelor of Science in Agriculture, South Eastern Kenya University, Kitui (2017). AI-training focus includes data types such as Medical and DICOM and labeling workflows including Diagnosis.

Labeling Experience

Telehealth & Nutritional Consultant

Don't discloseDiagnosis

Performed remote patient assessments and digital clinical consults by analyzing complex patient profiles to map targeted therapeutic protocols. Validated nutritional and biometric/metabolic datasets to structure customized interventions, supporting reliable clinical ground truth for structured health information. Maintained ongoing virtual follow-up and adherence monitoring using secure digital databases to ensure data quality over time. • Executed virtual assessments and remote consult workflows using patient dataset analysis • Validated metabolic and biometric data precision for structured intervention planning • Orchestrated monthly follow-up loops and adherence monitoring • Conducted digital wellness and preventative education webinars using aggregated patient data insights

2024 - Present

Clinical Data Reviewer & Registered Clinical Officer

Don't discloseDiagnosis

Reviewed inpatient and outpatient EMR/EHR records to verify diagnostic accuracy and ensure protocol compliance for clinical documentation datasets. Translated clinical findings into logic-driven diagnostic classifications using laboratory and imaging context for high-quality ground truth. Performed documentation quality assurance activities that support reliable annotation and downstream AI model evaluation. • Audited diagnostic codes and narrative documentation for correctness and regulatory alignment • Validated diagnostic integrity by comparing lab analytics and imaging datasets • Updated institutional guidelines to align with evidence-based data matrices • Enforced patient data security practices to protect confidentiality across systems

2023 - 2024

Clinical Data Analyst & Officer Intern

Don't discloseDiagnosis

Constructed accurate diagnostic classifications by cross-examining longitudinal patient record sets using standard medical nomenclatures. Calculated key biometric and anthropometric parameters (e.g., BMI, waist-to-hip ratios, MUAC) to feed clinical nutrition tracking data used for structured analysis. Assessed documentation consistency across hospital units to identify and eliminate downstream processing errors that would affect dataset integrity. • Compiled quantitative biometric datasets for clinical nutrition tracking systems • Identified documentation inconsistencies that could impact pharmacy and lab processing • Produced systematic data summaries for integrated care across teams • Validated diagnostic integrity during rotating shifts across units

2022 - 2022

Clinical Nutrition Auditor (Volunteer)

Don't discloseDiagnosis

Conducted structured, data-driven evaluations of nutritional disorders to maintain precise health databases for high-risk and geriatric cohorts. Supported creation of curated informational content that improved health-seeking behavior, indirectly contributing to better data consistency in community health tracking. Performed annotation-like data organization of nutritional disorder records into structured formats suitable for review and analysis. • Evaluated and documented nutritional disorders within a structured database • Maintained health records for high-risk and geriatric populations • Produced structured public health text modules for hygiene and health education • Helped maintain dataset consistency through systematic record evaluation

2020 - 2021

Education

Work History