Data science consulting
Video games and creative AI
Judith has a PhD in natural language generation for video games, which led to a number of peer-reviewed scientific publications. Apart from researching and developing applied NLP, it involved quite some data engineering and data science work in the video games domain.
Since NLG for video games is narrowly tied to the craft of video game writing and video game design, Datakami has experience with various other creative applications of AI as well, such as writing assistants and generative art.
Please note that we do not take on projects related to cryptocurrencies, NFTs, crypto games or casino games.
Testimonials
“Judith did some truly excellent consulting work for us. She used all of her expertise and experience with NLP and ML to give us detailed, constructive feedback on our AI-powered creativity tool. Her recommendations resulted in direct product improvements. I wholeheartedly recommend working with Judith – I guarantee you will be delighted with the results!”
— Charlene Putney, founder of AI startup LAIKA, Copenhagen, Denmark
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Examples of past projects
- collecting new video game datasets with different types of flavor texts from well-known role-playing games
- user testing and providing expert feedback on a new AI assistant for creative writing
- fine-tuning a large-scale language model on World of Warcraft flavor text for creating new in-game quests
- natural language processing (entity recognition, emotion detection) on data from Star Wars: Knights of the Old Republic
- investigating different approaches for text generation in a corpus of 80 computer-generated stories
- comparing the strenghts and weaknesses of various large-scale language models for creative writing
- blending fictional and real-world data to create new stories with natural language generation