Learn to build a scalable, event-driven personal data pipeline using FastAPI, Kafka, and PostgreSQL — a portfolio project that signals senior-level systems thinking.
A step-by-step guide to building a model quantizer that shrinks neural networks for edge deployment, demonstrating systems engineering skills to recruiters.
A hands‑on guide to building a minimal GPT‑style model from scratch, with runnable code, testing, and extension ideas for a standout portfolio project.
Step-by-step build of a real, runnable paged KV cache manager in Python: blocks, block tables, prefix sharing via a radix tree, copy-on-write for beam search, plus a roadmap to senior-level extensions.
A from-scratch, runnable Python project that mimics the memory management at the heart of modern LLMs: sliding-window attention with dynamic eviction and a prefix-cache KV store. Includes architecture, code, tests, and a roadmap to senior-level.