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.
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.
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.
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.
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.