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Willem Koenders shares a practical framework built from a decade of experience. It covers strategy, roles, capabilities, and how to embed governance into day-to-day operations.
Many AI projects fail from poor context and weak data pipelines. This piece outlines how to build real-time, context-aware AI systems that actually deliver value.
MCP helps connect LLMs with services—laying the groundwork for Model-Oriented Architecture (MOA). A concise look at why LLM-native design is becoming essential.
Alibaba Cloud’s new Flash engine brings 5–10x faster stream processing while staying Flink-compatible. Learn how it works, where it’s used, and why it matters.
A benchmark of compaction strategies in Delta Lake on Fabric Spark. Learn why Auto Compaction + Optimized Writeoffers the best long-term performance.
Use Gemini API to turn ESP32-based devices into voice-controlled smart tools. A clean example of bringing AI and function calls to the edge.
Explore how social network analytics and BiRank are used to detect fraud rings in insurance. Featuring Bavo De Cock Campo and the iFraud simulator.
Get practical with model deployment using FastAPI and LitServe. Covers serving basics, pitfalls, and how to streamline ML workflows for production.
Talks on LLM deployment at scale, optimizing ReAct, and budget MLOps — plus networking & pizza. Hosted at Allegro’s Warsaw HQ
DataFusion boosts query performance with Parquet pruning, cutting I/O and processing time through optimized data retrieval.
UniLink offers seamless real-time data replication between Kafka clusters and data lakehouses, without vendor lock-in.
TImeplus Proton is a lightweight stream processing engine that leverages ClickHouse to manage multi-stream JOINs and incremental materialized views.