// TODO: I’m martinuke0
Welcome to my corner of the internet. This website is a personal blog which I use as a platform to document my learning journey and showcase it for the world to see.
Hands‑On Build Guide: Speculative Decoding Inference Engine in Pure Python
A step‑by‑step guide to building a speculative decoding inference engine in pure Python, showcasing draft and target transformer architectures for portfolio impact.
Building a Real‑Time Event Ingestion & Analytics Dashboard for Your CV
Learn how to spin up a Kafka‑driven pipeline, store events in Postgres, serve them via a FastAPI service, and visualize metrics—all in a reproducible Docker compose setup you can demo in interviews.
Hands‑On: Build a Production‑Ready Go CV API with Rate Limiting, Caching, and Observability
A self‑hosted Go service that serves your JSON résumé while demonstrating rate limiting, caching, persistence, and observability — perfect for standing out to hiring managers.
Hands‑On: Building a Sampling & Decoding Demo for LLM Text Generation
A hands‑on project that implements LLM token‑sampling algorithms (temperature, top‑k, top‑p) with a CLI, tests and extensible architecture, perfect for demonstrating systems skills to hiring managers.
Hands-On Build Guide: Paged-Attention KV Cache Manager with Attention-Score-Aware Eviction
A practical implementation of paged attention with score‑aware eviction, ready to extend for LLM serving workloads.