Emma Ylä-Rautio

Performed handwriting segmentation by verifying text transcriptions and segmenting characters. Drew 2D bounding boxes and transcribed printed and handwritten text under strict guidelines. Handled QA-stage checks on completed tasks before client delivery and reviewed new annotators' work to evaluate performance.

Manage technical operations and product development for multiple digital storefronts. Leverage advanced Generative AI tools, including ComfyUI and Automatic1111, to create high-fidelity visual assets and custom brand aesthetics, overseeing end-to-end production pipeline from AI generation to digital product formatting and platform management.

Transcribed spoken Finnish audio recordings verbatim into text following precise guidelines. Captured detailed speech elements, including stutters, laughs, and background noises, while placing exact start and end timestamps.

Captured imagery of subjects across structured preparation stages, individual component measurements, and specific camera perspectives. Documented detailed technical specifications and metadata, including precise item measurements, prep methods, and step-by-step documentation according to project guidelines.

Checked AI-generated text for Finnish language accuracy, user intent, engagement, and copyright rules. Conducted quality assurance (QA) and peer review by auditing task evaluations completed by two human reviewers, determining if one or both provided correct ratings and justifications.

Annotated visual content to enhance computer vision model performance. Verified temporal metadata, including precise timestamps and dates, while verifying image labels for accuracy, consistency, and compliance with guidelines.

Conducted online research and web analysis for content evaluation and search intent. Performed image annotation and temporal labeling, verifying metadata and labels for accuracy and compliance.

Detail-oriented freelancer and entrepreneur working in data annotation, image labeling, and AI content evaluation for English and Finnish projects. Practical experience with generative AI tools like Stable Diffusion and ComfyUI, managing own workflow independently.

Pursued studies in interior design, gaining skills in design principles and practical application.