William J.B. Mattingly
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wjbmattingly.bsky.social
William J.B. Mattingly
@wjbmattingly.bsky.social
Digital Nomad · Historian · Data Scientist · NLP · Machine Learning

Cultural Heritage Data Scientist at Yale
Former Postdoc in the Smithsonian
Maintainer of Python Tutorials for Digital Humanities

https://linktr.ee/wjbmattingly
Qwen 3-4B Thinking finetune nearly ready to share. It can convert unstructured natural language, non-linkedart JSON, and HTML into LinkedArt JSON.
August 11, 2025 at 8:07 PM
Vibe coding is great for quick visualizers for projects. Single Claude 4 Sonnet prompt and viola.
August 6, 2025 at 8:45 PM
This is really cool! I reminds me of smart polygons with Roboflow. It uses a small model to run inference to then auto create a polygon. It's really nice for creating quick instance segmentation datasets. Not sure if you've looked into this. Being able to do this with IIIF would a game changer!
July 31, 2025 at 1:48 PM
I've debugged a few things. Working a lot better now in Browser cache mode, available now on HuggingFace spaces. Free way to use VLMs and object detection models to annotate documents quickly. Integrates with Roboflow.
July 28, 2025 at 8:50 PM