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In this project

Thermodynamic Segmentation of Projects

https://sudonull.com/thermodynamic-segmentation-of-projects

Learn to configure project management through uncertainty analysis and temperature profile. Step-by-step method for middle/senior managers. Apply in practice.

nftables guide: setting up firewall in Debian

https://sudonull.com/nftables-guide-setting-up-firewall-in-debian

Learn to configure nftables for server protection and network segmentation. Practical rule examples, threat models, testbeds. For sysadmin middle/senior — deploy in 30 min.

TAPe without transformers: patch associations

https://sudonull.com/tape-without-transformers-patch-associations

Learn how abandoning transformers in TAPe+ML reduced parameters by orders of magnitude and gave the beginnings of segmentation on COCO. Local associations for object detection — read the details for developers.

ETL for 15 million GPS pings: stack and architecture

https://sudonull.com/etl-for-15-million-gps-pings-stack-and-architecture

Breakdown of ETL system processing 15 million GPS coordinates of buses per day. PostgreSQL, PostGIS, PySpark, Data Vault. Trip segmentation and spatial analytics for middle/senior dev. Study the implementation.

From other projects

Rad-VLSM: AI framework improves ultrasound diagnostics

https://ymaho.com/rad-vlsm-ai-framework-improves-ultrasound-diagnostics

Cross-modal AI Rad-VLSM changes ultrasound diagnostics: automatic pathology detection via text prompts reduces expert dependency. Learn how the technology will reshape the market.

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