Flight Log
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Built the foundation in algorithms and systems thinking — the advantage that later let me reason about scale.
Moved from theory to shipping small real projects and learning how to deliver with others.
Shipped production interfaces, touched on-chain data, and felt the rush of people actually using what I wrote.
Took an idea to production alone: interactive 3D assembly instructions replacing 2D CAD, solving real versioning pain.
Built two paid products with real billing and users — learned auth, payments, and running things alone the hard way.
Joined PloggMedia remote — rapid iteration on a real healthcare marketplace connecting clinics and patients.
Joined MarketEnterprise — moving from solo/remote work into real enterprise codebase, processes, and expectations.
Helped decompose and modernize a massive Japanese marketplace — real microservices, real cloud, real constraints.
Built MMT: multi-source sync, scheduled collection, realtime operator dashboard across many channels.
Brought LLMs into real products by anchoring answers in actual company documents via embeddings and retrieval.
Made AI a first-class, observable, low-latency part of production event-driven systems instead of a side experiment.
Transitioning from building systems that contain AI to shaping large-scale AI architecture and cross-border platforms.