// 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.
Inside LLVM's New Pass Manager: A Deep Dive into Its Architecture
Exploring LLVM’s new pass manager: architecture, design patterns, and how it transforms modern compiler optimization.
Inside eBPF: Tracing Kernel Events with Minimal Overhead
eBPF programs run directly in the kernel, letting you attach tracing probes to hundreds of events without modifying kernel source or paying the cost of traditional tracing tools.
Hands‑On LoRA/PEFT Portfolio Project: From Scratch to Production‑Ready Fine‑Tuning
A practical, end‑to‑end guide to building a LoRA‑based CV project from scratch, with runnable code, testing, and production‑ready extensions.
From‑Scratch Safetensors & GGUF Weight Loader with mmap‑Backed Zero‑Copy Views
A practical, runnable guide to constructing a from‑scratch safetensors/GGUF weight loader with zero‑copy mmap views, dtype/quantization decoding, and shape validation, perfect for a CV‑boosting side project.
From Scratch: Building a Paged Attention KV Cache for Transformer Inference
A practical build guide for a paged attention KV cache in pure Python, with architecture, code, and extensions for senior-level skills.