// 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.
A diagram showing data flow from GGUF to safetensors

From GGUF to Safetensors: A Hands-On Converter Build Guide

A step-by-step guide to building a GGUF to safetensors converter in pure Python, featuring lazy streaming and quantization-aware remapping to showcase systems engineering expertise.

October 24, 2026 · 14 min · 2865 words · martinuke0
A diagram of a LoRA adapter versioning system

Building a LoRA Adapter Versioning & Conflict Resolver from Scratch

This post walks through building a CLI that versions and resolves conflicts for LoRA adapters, showing real systems skills. It provides runnable Python code and architectural insights for hiring managers.

October 24, 2026 · 6 min · 1206 words · martinuke0
Jaeger tracing dashboard showing latency analysis

Mastering Jaeger Tracing for Microservice Latency Analysis: End-to-End Workflow Optimization

A practical guide to using Jaeger for tracing microservice latency, covering instrumentation, query techniques, and optimization strategies.

October 23, 2026 · 6 min · 1075 words · martinuke0
Safe lock icon with code snippets

User Safety: A Hands‑On Build Guide for a Portfolio CV Side Project

A practical, runnable Go + SQLite service that enforces content policies, containerized with Docker and ready to showcase on a CV.

October 23, 2026 · 9 min · 1890 words · martinuke0
User safety service diagram

User Safety: safe

A practical guide to building a user safety microservice that scores text for toxicity using a FastAPI endpoint, Redis caching, and a scikit-learn model, perfect for showcasing systems skills on a CV.

October 23, 2026 · 6 min · 1223 words · martinuke0
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