Devices as interfaces
Phones, NFC, USB, voice, local events, message channels, and always-on gateways as one personal control plane.
devices / voice / events / gatewaysAI product engineer / multimodal systems
I turn vague product intent into controllable systems: pixels, prompts, data flows, services, deployments, and the tools that make teams move faster.
I work where product judgment, model behavior, workflow design, and production engineering meet. The useful part is rarely one model; it is the system around it.
Some work starts from scratch; some starts as a fork, clone, or borrowed scaffold. I care about the control surface I can expose: what becomes observable, programmable, and reliable enough to use.
Phones, NFC, USB, voice, local events, message channels, and always-on gateways as one personal control plane.
devices / voice / events / gatewaysPersistent ingest, source traceability, schema-constrained extraction, graph relevance, and epistemic scoring.
schemas / queues / graphsReal-world surfaces wrapped as CLI, MCP, skills, JSON-first contracts, and safety rails that agents can actually use.
CLI / MCP / agent I/OWhiteboards, timelines, scene protocols, TTS, animation, GPU scheduling, and model behavior control.
pixels / timelines / model controlAI fashion design tools with ComfyUI workflows, distributed data collection, visual-language labeling, and internal efficiency systems.
AI fashion workflow shippedAI PPT generation with a visual representation language, structured LLM output, and agents that compose multimodal presentation content.
app.pageon.aiMultimodal AI chat product on the App Store, combining text, voice, image input, Stable Diffusion generation, and voice conversion services.
App StoreAutomated operations, container optimization, and SRE tooling for TDSQL: faster single-machine deployments, reusable Python ops packages, and alert remediation at scale.
Automation operations / container optimization / SRETo me, "I code." is not just writing programs. It is taking responsibility for the full behavior of a system. Pixels carry intent. Bits carry state. Code is how both become observable, adjustable, and reliable enough to ship.