Build a User-Safety Portfolio Project: Secure Auth & Audit Logging with Go
A practical, runnable Go project that demonstrates secure-by-design patterns, encryption, and audit logging — perfect for signaling production engineering skills on a CV.
Posts
User Safety: Safe-by-Design Patterns for Production Systems
A practical guide to building systems that protect users through design, not afterthought.
From Scratch: Building a LoRA Fine-Tuning Adapter in Pure PyTorch
Implement a Low-Rank Adaptation (LoRA) module from scratch in PyTorch, then extend it with persistence, observability, and distributed training for production readiness.
Build a Pure‑Python Mixture‑of‑Experts Router from Scratch
This guide walks you through building a pure‑Python Mixture‑of‑Experts router from scratch. The result is a runnable project you can showcase on any CV.
Building a Pure‑Python Block‑Sparse Sliding‑Window Attention (Longformer‑Style)
Implement block‑sparse sliding‑window attention in pure Python to handle long sequences efficiently, mirroring Longformer’s design.