Karsten S. Nielsen PRO
karstenskyt
AI & ML interests
None yet
Recent Activity
updated a model about 2 hours ago
luxury-lakehouse/build-artifacts updated a Space about 5 hours ago
luxury-lakehouse/staging posted an update about 19 hours ago
๐ ๐๐ฎ๐๐ป๐ฐ๐ต๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐/๐ ๐ ๐ช๐ผ๐ฟ๐ธ๐ณ๐น๐ผ๐๐ ๐๐ฎ๐๐ต๐ฏ๐ผ๐ฎ๐ฟ๐ฑ
Now that our Taipy architecture is humming along on Hugging Face Spaces, we just shipped the most complex feature of the (๐๐ช๐จ๐ฉ๐ต! ๐๐ถ๐น๐ถ๐ณ๐บ!) ๐๐ข๐ฌ๐ฆ๐ฉ๐ฐ๐ถ๐ด๐ฆ to date: the ๐๐/๐ ๐ ๐ช๐ผ๐ฟ๐ธ๐ณ๐น๐ผ๐๐ ๐๐ฎ๐๐ต๐ฏ๐ผ๐ฎ๐ฟ๐ฑ.
Managing 16 different machine learning pipelines (from Expected Goals to Space Creation) across Databricks Serverless and HF Jobs is a logistical challenge. To solve this, we built a dynamic operations center (the 13th page in our app).
It features:
ย ย โข ๐๐ป ๐ถ๐ป๐๐ฒ๐ฟ๐ฎ๐ฐ๐๐ถ๐๐ฒ ๐ฑ๐ฒ๐ฝ๐ฒ๐ป๐ฑ๐ฒ๐ป๐ฐ๐ ๐๐๐: Powered by Cytoscape.js, it visually maps exactly how our models and data grids feed into each other.
ย ย โข ๐ฅ๐ฒ๐ฎ๐น-๐๐ถ๐บ๐ฒ ๐บ๐ผ๐ป๐ถ๐๐ผ๐ฟ๐ถ๐ป๐ด: Tracks run volumes and data freshness SLAs across the entire platform.
ย ย โข ๐ ๐ฏ-๐๐ถ๐ฒ๐ฟ ๐ต๐๐ฏ๐ฟ๐ถ๐ฑ ๐ฐ๐ผ๐๐ ๐ฒ๐ป๐ด๐ถ๐ป๐ฒ: Merges "cold" Databricks billing data with "warm/hot" live HF Jobs estimates to give a unified view of pipeline expenses.
Check out the live interactive graph here:
https://huggingface.co/spaces/luxury-lakehouse/soccer-analytics-appOrganizations
