martinuke0's Blog

Illustration of a tiny neural network on a microcontroller.

Optimizing Small Language Models: Quantization, Hardware Acceleration, and Local Edge Inference Deployment

A deep‑dive into quantization methods, hardware acceleration choices, and edge‑deployment architectures that let engineers run performant LLMs on constrained hardware.

Diagram of a Kafka Streams topology with multiple processors.

Architecting Kafka Streams Real-Time Stream Processing Topologies: From Low-Level DSL to Production-Ready Pipelines

A deep dive into building Kafka Streams topologies, from the DSL basics to production‑ready patterns, with concrete architecture diagrams and scaling strategies.

Enterprise IT team managing a fleet of smartphones and tablets.

Implementing Mobile Device Management for Enterprise Endpoints: Security, Orchestration, and Production-Ready Deployment Strategies

Learn how to secure, orchestrate, and roll out MDM across thousands of devices using proven patterns and real‑world examples.

Illustration of memory generations in a garbage collector.

Deep Dive into Generational Garbage Collection: Memory Management in Modern JVM and .NET Runtimes

An engineer‑focused walkthrough of generational GC in the JVM and .NET, covering core algorithms, production‑grade tuning, and common pitfalls.

Architecting Distributed Vector Database Systems: Engineering Reliable Infrastructure for Scalable Semantic Search Pipelines

A deep dive into building reliable, scalable vector database backends that power modern semantic search pipelines.