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.
Portfolio
Building a User Safety Service: A Practical Guide for Your CV
Learn to build a Dockerized microservice that scores user-generated text for toxicity using a transformer model, with full CI/CD and scaling guidance.
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.
Build a Distributed Task Queue: A Portfolio Project for Systems Engineers
A practical guide to building a distributed task queue that demonstrates real systems skills for hiring managers.
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.