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Franca E.

AI Response Evaluator | Healthcare Documentation & Quality Control Specialist

Stockton-on-Tees, United Kingdom

Key Skills

Software

Appen

Clickworker

CVAT

Data Annotation Tech

Top Subject Matter

Healthcare Documentation & Clinical Data Review

Quality Control, Compliance & Guideline Adherence

AI Data Annotation, Content Evaluation & Fact-Checking

Top Data Types

Text

Document

Image

Top Task Types

Evaluation/Rating

Transcription

Computer Programming/Coding

Data Collection

Text Summarization

RLHF

Question Answering

Freelancer Overview

Detail-oriented professional with several years of experience in healthcare support, clinical documentation, patient data review, and quality-focused reporting. Skilled in reviewing complex information, following structured guidelines, identifying inconsistencies, and maintaining accurate records in regulated healthcare environments. I have experience documenting patient observations, working with NEWS scores, following MAR chart procedures, reviewing medical records, and ensuring information is clear, factual, and compliant. I am interested in AI training and data annotation because it allows me to apply my strengths in accuracy, reading comprehension, fact-checking, and structured evaluation. My background has prepared me for tasks such as document review, AI response evaluation, text classification, data validation, content accuracy checks, and quality assurance.

Labeling Experience

Health Care Assistant — Cherry Tree Care Home (clinical data monitoring, auditing, and compliant documentation)

Monitored and documented patient health metrics, including NEWS scores, by following strict medical protocols and detailed care plans. Conducted consistency checks on daily observations, escalating irregularities in patient data appropriately. Produced accurate, timely, and compliant structured documentation while maintaining high-quality standards. • Recorded daily patient observations objectively and consistently • Ensured accurate calculation/documentation of NEWS scores • Followed strict medical protocols and care plans with high consistency • Identified irregularities in patient data and escalated issues

2023 - Present

Community Support Worker — Comfort Call (documentation verification and reporting based on structured guidelines)

Reviewed and validated structured health and medication documentation using detailed care and MAR chart guidelines while identifying irregularities that required escalation. Ensured consistency and compliance by producing clear, factual daily reports based on client observations and interactions. Maintained high data quality standards through precise recording, adherence to procedures, and careful cross-checking of entries. • Monitored compliance with structured care/medication guidelines (MAR charts) • Produced daily, observation-based factual reporting • Escalated issues when inconsistencies or irregularities were identified • Maintained accurate documentation aligned to regulatory and safety standards

2022 - 2023

Dietetic Support Worker — Providence Medical Centre (medical record auditing and guideline-compliant documentation)

Cross-checked and reviewed patient dietary and medical documentation to ensure accuracy and compliance with medical requirements. Maintained consistent medical records and performed routine quality checks on documentation and processes. Translated clinical instructions into actionable steps, ensuring correct interpretation and accurate implementation. • Reviewed and cross-checked patient dietary data for accuracy/compliance • Maintained detailed, consistent medical records • Performed routine documentation and process quality checks • Translated clinical instructions into clear implementation steps

2014 - 2020

Education

Inspire College

NVQ Level 3, Health and Social Care

NVQ Level 3

2023 - 2023

Teesside University

Bachelor of Science, Food Science and Biotechnology

Bachelor of Science

2023 - 2023

Work History

Cherry Tree Care Home

Health Care Assistant

Stockton-on-Tees

2023 - Present

Comfort Call

Community Support Worker

Middlesbrough

2022 - 2023