What I'm Building
Working on a real-time LLM orchestration layer for a client — multi-agent pipelines with structured outputs using instructor and litellm. The challenge is making streaming responses feel snappy when chaining three models.
Also chipping away at this portfolio. You're looking at the current state of that.
What I'm Learning
Deep-diving Rust for the first time. Coming from Python, the borrow checker is humbling. I've rewritten the same small CLI three times just to understand lifetimes. Worth it.
Also studying distributed systems patterns — specifically Raft consensus, after a debugging session with a Kafka cluster that made me realise I was cargo-culting configuration.
What I'm Reading
- Designing Data-Intensive Applications by Martin Kleppmann — rereading for the third time. Different things stand out each pass.
- The Algorithm by Hilke Schellmann — AI in hiring. Unsettling and important.
- Assorted RFC drafts for WebTransport. Nerd.
Where I'm At
Based in Kathmandu, Nepal. Open to remote-first roles and async-heavy teams. Occasionally overthink timezone math.