Mary N.

I help AI teams improve the quality, accuracy, and consistency of their training data and model outputs. With hands-on experience in AI data annotation, video and image evaluation, and quality-focused review, I work carefully with detailed guidelines to deliver reliable, evidence-based results. WHAT I CAN HELP YOU WITH AI Training & Evaluation: Review AI-generated outputs, assess response quality, identify errors, and apply evaluation rubrics consistently. Video & Image Annotation: Label visual content, describe actions and events, classify objects, and follow precise annotation instructions. AI Quality Assurance: Identify inconsistencies, flag ambiguous cases, check outputs against project requirements, and provide clear, evidence-based judgments. Text & LLM Evaluation: Assess response relevance, accuracy, clarity, completeness, and instruction adherence when these criteria are part of the task. WHY WORK WITH ME? I combine attention to detail with strong English communication and analytical skills. My background in English and Literary Studies supports careful interpretation, while my AI project experience has taught me to follow complex guidelines, distinguish acceptable from defective outputs, and flag uncertainty rather than guess. I value clear communication, consistent quality, confidentiality, and meeting agreed deadlines. I take feedback seriously and use it to improve the accuracy and consistency of my work. If you need a dependable professional for AI evaluation, training data quality, and annotation, let's discuss your project and its requirements. Skills: Image & Video Annotation Audio Annotation 3D Annotation Image Masking Image Segmentation Image Labeling Categorization Fact-Checking Annotation Transcription Tools: Single Review Tool (SRT), Parimango, Multimango, CVAT, Anylabeling, Labelbox, etc. Hashtags: #DataAnnotation #ImageAnnotation #DataLabeling #AnnotationSpecialist #ImageSegmentation #VideoAnnotation #AITrainingExperience across image, text, video, audio, and 3D annotation. A passion for helping AI learn ethically, intelligently, and creatively. If your AI needs a little human touch (and a lot of accuracy), let’s connect! I speak both data and human!