Projects
Open-source tools, product work, and anonymized production systems. Each case study focuses on the problem, the constraints, the decisions that mattered, and the lessons that carried forward.
Featured
Public projects I can discuss in full, from the problem they solve to the architecture and trade-offs behind them.
Creator & Maintainer
RelPrim is an open-source Python reliability layer for operations that cross process, network, or provider boundaries. It brings retries, timeouts, fallbacks, circuit breakers, validation, and execution reporting into one explicit operation model without hiding the domain decisions that make recovery safe.
Founder & Engineer
Ghostviber is an AI creative platform built around the full songwriting workflow, from the first line to generated audio and artwork. I designed and built the product architecture, multilingual rhyme engine, AI orchestration, credit ledger, asynchronous workflows, storage, and reliability mechanisms needed to turn variable external providers into one coherent user experience.
Production work
Anonymized accounts of production work where reliability, scale, and operational constraints shaped the solution. Client names and confidential details are omitted, while the engineering problems, trade-offs, and lessons remain.
Payment webhooks can arrive late, more than once, or after an ambiguous timeout. This case study explores how durable ingestion, idempotent processing, and explicit recovery paths protect financial correctness at the boundary with external providers.
Commands sent to connected security devices do not always produce immediate or certain outcomes. This case study examines explicit state transitions, asynchronous execution, auditability, and recovery when software actions affect the physical world.
Raw web content is unreliable, constantly changing, and difficult to use directly. This case study shows how crawling, structured processing, and ML-backed classification were connected to practical campaign controls.
Let's talk systems
I help teams shape the systems their products depend on, especially early on or when reliability becomes critical. I also write and speak about these problems. Tell me what you’re building and where it hurts.
