Building a Sliding-Window Attention KV Cache with Dynamic Token Pruning
This guide walks through implementing a sliding-window attention KV cache with dynamic token pruning, providing runnable Python code and tests.
Systems
Building a Pure-Python Paged-Attention Transformer with LRU KV-Cache Eviction
Implement a paged-attention transformer with LRU KV-cache eviction in pure Python, demonstrating systems engineering proficiency.
Hands‑On Build Guide: Pure Python Mixture‑of‑Experts Router with Load‑Balanced Top‑K Gating
A step‑by‑step guide to implementing a Mixture‑of‑Experts router from scratch in pure Python, with runnable code and production‑ready extensions.
Building a Personal Portfolio API with Go, SQLite, and Docker
Learn to build a Go‑based portfolio API backed by SQLite, packaged with Docker, and wired to GitHub Actions for CI.
Zero to Portfolio: Building a Systems-Ready CV Side Project
Learn how to build a portfolio/CV side project from scratch that signals genuine systems engineering expertise to hiring managers.