Yanis Donath

Key Skills

Software

Appen

CrowdSource

Data Annotation Tech

Remotasks

Scale AI

Internal/Proprietary Tooling

Top Subject Matter

AI Training and Data Labeling for Multilingual Text (English, German, French)

Medical Data Annotation and AI Training for Healthcare Applications

Large Language Model (LLM) Evaluation and Feature Testing, including Biology and Chemistry

Top Data Types

Document

Medical Dicom

Text

Top Task Types

Classification

Diagnosis

Prompt Response Writing SFT

Text Generation

Translation Localization

Freelancer Overview

I have hands-on experience in AI training and data labeling, as well as evaluation and feature testing, working with a variety of tasks like text creation, rewriting, and rating in English, German, and French. My work is marked by attention to detail and adaptability, ensuring high-quality results for each project. Due to my strong focus on quality, I am part of a select group at scale.ai responsible for performing last-layer reviews and collaborating closely with quality management to ensure the highest standards before tasks are delivered to clients. Currently studying Human Medicine at Charité University in Berlin, I bring a strong academic background and a multidisciplinary approach to AI tasks, particularly in the medical and scientific fields. My ability to combine language proficiency with a solid understanding of science gives me a unique edge in AI training and data labeling projects.

Labeling Experience

Safety evaluation

Scale AITextClassificationEvaluation Rating

I work on a safety evaluation project, where my tasks involve reviewing prompts and AI-generated responses to identify potential safety violations. I flag any content that poses risks, such as harmful, inappropriate, or offensive material, ensuring compliance with safety guidelines. The project requires careful attention to detail to assess a large volume of data, and I adhere to strict quality measures to ensure the safety of all flagged content before it is delivered to the client.

I work on a safety evaluation project, where my tasks involve reviewing prompts and AI-generated responses to identify potential safety violations. I flag any content that poses risks, such as harmful, inappropriate, or offensive material, ensuring compliance with safety guidelines. The project requires careful attention to detail to assess a large volume of data, and I adhere to strict quality measures to ensure the safety of all flagged content before it is delivered to the client.

2024 - 2024

File summarization

Scale AIDocumentText SummarizationFine Tuning

I also work on a file summarization project where the AI is tasked with answering specific user questions about a given file. My role involves reviewing the AI's responses to ensure accuracy, relevance, and clarity in relation to the user’s query. I check the content for completeness, making sure the AI provides the correct information from the file. The project requires handling various file formats and ensuring that the AI's answers meet the client's expectations before final delivery.

I also work on a file summarization project where the AI is tasked with answering specific user questions about a given file. My role involves reviewing the AI's responses to ensure accuracy, relevance, and clarity in relation to the user’s query. I check the content for completeness, making sure the AI provides the correct information from the file. The project requires handling various file formats and ensuring that the AI's answers meet the client's expectations before final delivery.

2024

Audio transcript evaluation

Scale AIAudioEvaluation Rating

I worked on a project correcting AI-generated audio transcripts. My tasks involved reviewing and editing the transcripts for accuracy, ensuring proper grammar, punctuation, and speaker identification. The project handled a large dataset of audio-to-text conversions, where I focused on improving the precision of the transcripts while adhering to strict quality guidelines. Each corrected transcript was reviewed multiple times to meet the client's standards before final delivery.

I worked on a project correcting AI-generated audio transcripts. My tasks involved reviewing and editing the transcripts for accuracy, ensuring proper grammar, punctuation, and speaker identification. The project handled a large dataset of audio-to-text conversions, where I focused on improving the precision of the transcripts while adhering to strict quality guidelines. Each corrected transcript was reviewed multiple times to meet the client's standards before final delivery.

2024

Story evaluation and rewriting

Scale AITextText GenerationText Summarization

At Scale AI, I worked on a project evaluating and rewriting AI-generated stories based on specific prompts. My tasks included reviewing the coherence, relevance, and clarity of the stories, rewriting them for improved quality, and ensuring they met the required standards. The project involved a large volume of text data, with a strong focus on maintaining high-quality output. I adhered to strict quality measures, ensuring that each story aligned with the according prompt specifications before final delivery.

At Scale AI, I worked on a project evaluating and rewriting AI-generated stories based on specific prompts. My tasks included reviewing the coherence, relevance, and clarity of the stories, rewriting them for improved quality, and ensuring they met the required standards. The project involved a large volume of text data, with a strong focus on maintaining high-quality output. I adhered to strict quality measures, ensuring that each story aligned with the according prompt specifications before final delivery.

2024

Education

Work History