David M.
AI Training Specialist | Data & Medical Annotation Expert | QA
AI Training Specialist | Data & Medical Annotation Expert | AI Evaluation | Quality Assurance | I am a professional focused on precision and analysis, with practical experience in AI data operations, data annotation, quality assurance, web research, healthcare data support, administrative services, and business process management. The data I have worked on was prepared, reviewed, validated, and improved for use in artificial intelligence systems, machine learning applications, healthcare projects, research, and data-driven business processes. I can handle complicated instructions, detailed project specifications, and large volumes of data while ensuring accuracy and consistency. I excel in careful information review, logical reasoning, error spotting, data checking, and maintaining quality standards. I can manage repetitive and time-sensitive tasks without sacrificing quality. My professional experience includes Artificial Intelligence & Machine Learning, Healthcare, Data Analytics, Technology, Customer Support, Web Research, and Administrative Operations. I have handled various types of information, including written content, images, videos, audio files, spreadsheets, structured datasets, reports, and business documentation. This experience has improved my ability to quickly understand project requirements and apply them consistently when working on large volumes of material. I have strong analytical thinking and critical analysis skills in data validation, content evaluation, information verification, classification, and quality control. I am accustomed to working with little oversight and in remote settings. Since I can quickly learn new applications, platforms, procedures, and project workflows, I can easily take on new tasks and contribute effectively from the start. CORE AREAS OF EXPERTISE Artificial Intelligence and Machine Learning • AI Data Operations and Training Support • Human-in-the-Loop (HITL) Projects • AI Model and Output Evaluation • Large Language Model (LLM) Assessment • AI Response Quality Review • Prompt Evaluation and Prompt Engineering Support • Reinforcement Learning from Human Feedback (RLHF) • Search Relevance Assessment • Content Moderation and Classification • Fact Verification and Information Checking • AI Data Collection • Dataset Review and Validation Data Annotation and Labelling • Text and Document Annotation • Image and Video Labelling • Audio Data Annotation • Medical and Healthcare Annotation • Named Entity Recognition (NER) • Text Classification • Content Categorization • Metadata Assignment • Bounding Box Labelling • Semantic Annotation • Data Validation and Verification • Data Quality Review • Data Enrichment • Dataset Preparation Healthcare and Medical Data Support • Medical Data Annotation • Healthcare Dataset Preparation • Clinical Information Review • Medical Terminology Application • Healthcare Content Assessment • Medical Record and Documentation Review • Clinical Data Validation • Healthcare Information Processing • Medical Research Assistance • Healthcare Quality Assurance • Surgical and Clinical Workflow Interpretation Research and Analytical Services • Online and Internet Research • Data Collection and Research • Market and Industry Research • Information Verification • Data Validation • Fact Checking • Data Interpretation • Analytical Reporting • Trend Identification • Problem Analysis and Resolution Administrative and Business Support • Data Entry and Data Processing • Virtual Administrative Support • Documentation and Records Management • File and Information Organization • Spreadsheet Administration • Email and Correspondence Management • Report Preparation • Calendar and Task Coordination • Workflow Administration • General Business Operations Support Quality Assurance and Process Control • Data Quality Assurance • Quality Control Reviews • Accuracy and Consistency Checks • Error Identification and Correction • Process and Guideline Compliance • Data Auditing • Information Verification • Performance and Output Monitoring • Documentation Quality Review • Process Improvement TECHNOLOGY AND SOFTWARE PROFICIENCY • Microsoft Excel • Microsoft Word • Microsoft PowerPoint • Google Workspace • Customer Relationship Management (CRM) Systems • Data Management Platforms • AI and Data Annotation Platforms • Microsoft Teams • Trello • Notion • HubSpot CRM • Encord PROFESSIONAL ATTRIBUTES • Highly attentive to detail and accuracy • Strong logical and analytical reasoning • Consistent performance across high-volume workloads • Excellent written communication skills • Quick to understand new processes and instructions • Effective problem-solving and decision-making • Strong ability to follow complex guidelines • Organized and systematic approach to work • Effective time and deadline management • Professional handling of confidential information • Flexible and comfortable with changing technologies • Capable of working independently in remote environments
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $1.8k
Billed in all: $3,219$3.2k
$1.8k in the last 6 months
Earnings, last 30 days
Skill rankings: Top 21% in Market Survey
Ranked by MRR among everyone on Upwork with the skill.
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- #364AI Model Training1,135 freelancers · 🇰🇪 #3Top 32%🇰🇪#3 of 14