Logic Encoder

About

Self-taught developer building realtime data systems from the ground up.

I build async backends and data-heavy dashboards — primarily in the crypto and blockchain space. Most of what I ship involves ingesting streaming data from exchange APIs or blockchain RPCs, processing it in a Python/FastAPI backend, and surfacing it as a realtime operator dashboard or a static, SEO-optimized page.

Performance is not a checklist item — it shows up in the work. Low latency, low memory pressure, non-blocking I/O throughout, and instrumentation baked in from day one so production behavior is never guesswork. I run most things on constrained infrastructure by choice — shared hosting, small VPS — because the constraint is honest. If it can't run lean, the architecture needs work.

I'm self-taught and built everything here independently. I learn fast, ship early, and iterate on evidence: profile first, rewrite only what the numbers actually justify.

What I build

  • Async Python / FastAPI backends with WebSocket and REST hybrid patterns
  • Realtime operator dashboards for high-frequency data streams
  • On-chain analytics tools — transaction monitors, holder distribution, swap tracking
  • Exchange data pipelines — ingestion, aggregation, and signal extraction from live feeds
  • Performance profiling, caching strategies, and low-resource operation in production
  • WordPress custom themes and plugins when the deployment calls for it