Building a Real-Time User Safety Pipeline: A Portfolio Project
A hands-on guide to building a production-flavored user safety service that ingests, moderates, and logs user content in real time.
Portfolio
Dynamic Context Buffer with Learned Relevance Predictor
This post walks you through implementing a token‑aware context buffer that learns relevance and prunes low‑value tokens to fit a target window.
Building a Portfolio Side Project That Signals Real Systems Skill
Learn how to build a portfolio side project that showcases real systems skills, integrating websockets, Telegram, Supabase, Stripe, and dynamic programming challenges.
User Safety: Safe – A Hands-On Portfolio Project
A practical guide to building a real-time user safety service with FastAPI, Redis, and Docker, showing hiring managers your systems engineering capabilities.
Build a Distributed Log Store: The Side Project That Signals Real Systems Skill
A hands-on guide to building a distributed log store in Go — covering ingestion, replication, persistence, and a query layer. Each section includes real code and a roadmap to production-grade features.