Head of Engineering, Logiswift
Logistics platform handling millions of transactions, microservices across 4 global regions.
I’m Jacek Trefon. I’ve been writing software for 28 years. These days I build models, modify inference engines and write agent harnesses, mostly in C++, Rust, Swift and Python, and in whatever stack the client runs.
I work alone, on purpose. You talk to the person who writes the code, and the person who writes the code is accountable for it working.
Based in Marbella, Spain. Working globally in English, Spanish and Polish.
Inference engine fork: up to 82 tok/s at 262K context on one RTX 4090.
github.com/jtrefon/llama.cpp-turboq-mtp
Agent harness in C++ with a terminal UI.
github.com/jtrefon/amber
Native macOS AI IDE with on-device RAG, completion and chat that work offline.
github.com/jtrefon/compass
A transformer from scratch, a byte-level tokenizer, reasoning-model fine-tuning, distillation.
github.com/jtrefon
Years of leading engineering are why my builds survive production.
Logistics platform handling millions of transactions, microservices across 4 global regions.
Led engineering through hypergrowth, 100+ engineers.
Trading platform, matching engine and compliance infrastructure for a licensed exchange.
Global logistics analytics platform, rebuilt after the Pitney Bowes divestiture.
Jacek's technical knowledge far surpassed that of others and he was of tremendous benefit to the project. Brought very useful real-world development perspectives.
Highly capable and efficient, understands the development landscape intimately. A great addition to any large or small scale development team.
Laser sharp, goal oriented, and super helpful at the same time.
30-minute technical call with the engineer who builds it. No sales team, no slides.