I build products end-to-end, with the center of gravity on backend systems in Python and Rust: PyO3-powered libraries and production AI infrastructure serving millions of requests a month.
Select the journey path:
Scroll to start the selected journey
WHAT DO I DO AS A
From a single critical path to a production-ready system. I start where it matters most, let the architecture emerge through types and ownership, and ship safe, high-performance software.
Rust
Actix Web
TokioScroll down to explore
Start from the most critical part of the problem. Build a small, focused prototype to reveal the real constraints and possible directions.
Capture the domain using Rust's type system, ownership, and lifetimes. Data structures and safety rules gradually take shape through precise modeling.
Add capabilities step by step. Allow the architecture and module boundaries to emerge naturally from the implementation.
Harden the system by strictly enforcing invariants, error handling, concurrency patterns, and safety guarantees.
Profile, optimize bottlenecks, run rigorous tests including fuzzing, and deliver a reliable, production-ready system.