Diagram of a GGUF file layout with tensor metadata and quantized weight blocks.

Building a GGUF Parser and Tensor Loader From Scratch: A Portfolio Project That Actually Signals Systems Skill

Build a real GGUF parser and tensor loader from scratch in Rust — metadata parsing, q4_0/q8_0 dequantization, mmap’d weight streaming, and a minimal Llama forward pass. The kind of CV project that gets interviews at systems and ML infra teams.

September 5, 2026 · 13 min · 2735 words · martinuke0
Network packets flowing through an eBPF/XDP datapath diagram.

Building an eBPF-Powered Packet Classifier in C: A CV-Worthy Systems Project

Build a production-shaped eBPF/XDP packet classifier from scratch in C. Real code, real architecture, and a clear roadmap to extend it into a senior-level systems project.

September 3, 2026 · 11 min · 2172 words · martinuke0
Diagram of a Postgres-backed job queue with workers, retries, and a dead-letter table.

Building a Durable Job Queue in Postgres: A Portfolio Project That Signals Real Systems Skill

Build a production-flavored job queue on Postgres from scratch: schema, worker loop, retries with exponential backoff, and a dead-letter queue. A portfolio project that demonstrates real distributed systems thinking.

September 2, 2026 · 12 min · 2345 words · martinuke0
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