Building a User Safety Service for Your Portfolio
Build a production-style user safety API in Python that validates profiles, enforces policies, and scales.
Fastapi
Building a User Safety Service: A Portfolio Project for Systems Engineers
A step‑by‑step guide to building a user safety microservice that demonstrates rate limiting, content filtering, and audit logging for hiring managers.
User Safety: safe — A Hands-On Build Guide for Your Portfolio
A complete build guide for ‘safe’ — a user safety filtering service that demonstrates systems engineering depth, from API design to extensibility, with real runnable code and a clear roadmap to production.
Build a Production-Grade Inference Pipeline: A Hands-On CV Project
A step-by-step guide to building a real-time ML inference service with async processing, request batching, and observability — designed to demonstrate production systems engineering on your CV.
Build an End-to-End RAG System for Your Portfolio
Learn to build a production-style RAG pipeline that demonstrates end-to-end systems engineering, from data ingestion to API serving.