Short description of the cover image subject.

Mastering Zephyr RTOS Scheduling for Multi-Sensor Edge Nodes: Real-Time Performance Tuning

Real-time edge nodes demand deterministic scheduling. This post shows how to tune Zephyr RTOS thread priorities, interrupt handling, and memory for multi-sensor workloads.

October 6, 2026 · 6 min · 1254 words · martinuke0
A virtual scroller rendering a long list of items, with only the visible portion in the DOM.

Virtual Scrolling with Intersection: The Modern Approach to Rendering Large Lists

Virtual scrolling with Intersection Observer lets you render only the items currently in the viewport, cutting memory usage and boosting performance. This guide walks through the architecture, a working implementation, and production-grade optimizations.

October 6, 2026 · 7 min · 1287 words · martinuke0
Illustration of a gating network routing tokens to experts

Build a Differentiable Top‑k Gating Network for MoE Layers from Scratch with NumPy

Learn how to implement a fully differentiable top‑k gating network in NumPy, enabling you to prototype mixture‑of‑experts layers and showcase a concrete, production‑ready side project on your CV.

October 6, 2026 · 7 min · 1405 words · martinuke0
Abstract illustration of a shield protecting a network of users.

User Safety: Designing Safe Systems for Real-World Users

User safety is not a checkbox but an engineering discipline. Learn how to architect safe systems using event-driven pipelines, defense-in-depth, and observability.

October 5, 2026 · 6 min · 1152 words · martinuke0
Portfolio dashboard

Build a Portfolio CV Side Project with Real-Time WebSockets, Supabase, and Stripe

Build a live portfolio site that showcases real-time updates, Stripe payments, and Telegram integration.

October 5, 2026 · 6 min · 1272 words · martinuke0
Feedback