Emmanuel K.

Key Skills

Software

Other

Top Subject Matter

Healthcare records management and EMR/EHR data quality

Healthcare data capture and EMR data quality assurance

AI-adjacent healthcare data training (data quality, records digitization, EMR workflows)

Top Data Types

Text

Document

Top Task Types

Data Collection

Entity (NER) Classification

Freelancer Overview

Health Records and Information Manager(Head of Department)- Thika School of Medical and Health Sciences. Health Records and Information Officer (Intern) — Kitui County Referral Hospital. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Jomo Kenyatta University of Agriculture and Technology (2023) and Kenya Certificate of Secondary Education (KCSE), AI-training focus includes data types such as Medical and DICOM and labeling workflows including Data Collection and Entity (NER) Classification. Detail-oriented AI Training and Data Annotation Specialist with experience in image reviewing, data labeling, content evaluation, annotation quality control, and AI response assessment. Skilled in reviewing visual and text-based datasets with high accuracy while following detailed project guidelines and maintaining consistency across tasks. Experienced in image classification, document review, object detection validation, screenshot analysis, and annotation correction. Strong ability to identify inconsistencies, improve data quality, and provide clear, objective evaluations to support machine learning model performance. Comfortable working independently in remote environments, handling repetitive tasks efficiently, and adapting quickly to evolving AI training workflows and standards.

Labeling Experience

Head of Department — Health Records & Information Technology, Thika School of Medical and Health Sciences

OtherData Collection

Provided departmental leadership to coordinate health records planning, reporting, and quality assurance activities. Oversaw accurate departmental documentation and records management operations while supporting integration of digital health information systems for academic and administrative processes. Collaborated with institutional leadership and stakeholders to improve workflow efficiency and information management practices. • Coordinated reporting and quality assurance activities for health records • Supported integration and utilization of digital health information systems • Oversaw documentation, reporting, and records management operations • Supported digital workflow improvements in a healthcare education environment

2026 - 2026

Micro1 AI

Medical DicomObject Detection

I previously worked on AI training and data annotation projects involving image reviewing, data labeling, content evaluation, and dataset quality assurance. My responsibilities included reviewing annotations for accuracy, identifying inconsistencies in visual and text-based data, validating labels, and ensuring compliance with project guidelines. I also handled document and screenshot reviews, image classification tasks, and general AI training support in remote work environments. Through this experience, I developed strong attention to detail, consistency, analytical thinking, and the ability to maintain high-quality output under deadlines.

2025 - 2026

Lecturer — Health Records and Information Management (including EMR systems training)

OtherEntity (NER) Classification

Delivered training to guide learners in health records management, EMR systems usage, and healthcare information systems operations. Instructed students on electronic medical records operations, patient data management, and data quality practices in digital workflows. Mentored trainees on confidentiality and correct system utilization for handling sensitive healthcare data. • Trained students on EMR/EHR operations and healthcare workflows • Guided practice in patient data management and data quality validation • Supported adoption of digital learning and health information technologies • Contributed to curriculum development and information-systems training activities

2024 - 2025

Health Records and Information Officer (Intern) — Kitui County Referral Hospital

OtherData Collection

Supported EMR/EHR workflow operations in high-volume hospital departments, focusing on accurate patient data capture and electronic record handling. Performed data validation activities and assisted with coding and indexing of healthcare records to improve accuracy and accessibility. Coordinated retrieval of patient information to support clinical service delivery in busy settings. • Managed patient registration and electronic data entry into hospital information systems • Conducted validation, coding, and indexing for improved data quality • Generated statistical and administrative reports for healthcare planning and monitoring • Assisted in troubleshooting healthcare information management and records system challenges

2024 - 2024

Health Records and Information Officer (Intern) — Murang’a County Referral Hospital

OtherData Collection

Assisted with healthcare data capture and records processing across multiple hospital departments using electronic medical records workflows. Supported data completeness and quality standards through ongoing updates to digital records and participation in data quality audits. Helped teams retrieve, archive, and manage patient records and administrative data for efficient healthcare operations. • Updated and maintained electronic medical records to meet quality requirements • Participated in healthcare data quality audits and workflow improvement initiatives • Supported retrieval and archiving of patient and administrative records • Provided front-office support for patient information services

2022 - 2022

Education

Work History