User Safety: Building Safe Systems in Production
Designing safe user systems requires a blend of architecture decisions, production patterns, and a safety-first mindset that protects users from harm.
Posts
Hands-on Guide: Building a vLLM‑style Paged Attention Engine in Pure Python
A hands‑on pure‑Python implementation of vLLM‑style paged attention with LRU block eviction, perfect for demonstrating systems engineering chops on a CV.
Hands‑On Guide: Building a User Safety Service for Your CV
A hands‑on guide to building a policy‑driven User Safety service with FastAPI and OPA, perfect for a portfolio that signals real‑world engineering skill.
Building a FlashAttention-Style Tiled Self-Attention Block in Pure NumPy
Implement a FlashAttention‑style tiled self‑attention block with online softmax in pure NumPy, demonstrating systems engineering proficiency.
Build a Mini HNSW Vector Index from Scratch in Python
Implement a compact HNSW index from scratch, demonstrating real systems skills for portfolio projects.