WORK / SELECTED PROJECTS
Every project asks the same question: how can people understand what a machine produces and check whether it is right?
2026 / Viz Platform
I set the direction, architecture, and protocol boundaries, and approve changes to task contracts and acceptance criteria. Development runs on the AI workflow I am researching: coding agents claim, implement, and review tasks, and I handle the exceptions the process cannot settle.
Illustration, not a product screenshot: three kinds of callers reach one platform that renders financial charts
2026 / AI Workflow
I designed and maintain the workflow. Role contracts, the state tool, the execution pool, and model routing live in the Viz Platform repository; it runs on this one project first before I decide whether to generalize it.
Illustration, not a product screenshot: several coding agents passing tasks along one delivery flow
2024—2026 / Narrative Visualization
We led the project and technical design, and built core parts of the Narrative DSL, media timing, and generation process.
Stock Forest: an earlier team research work from 2024
Chart libraries and AI-generated charts on one platform
I set the direction, architecture, and protocol boundaries, and approve changes to task contracts and acceptance criteria. Development runs on the AI workflow I am researching: coding agents claim, implement, and review tasks, and I handle the exceptions the process cannot settle.
2024—2026Making visual explanations with AI
We led the project and technical design, and built core parts of the Narrative DSL, media timing, and generation process.
2017—2026Financial visualization infrastructure
We led the project and its technical design, and built core modules. Our work focused on component interfaces, framework integration, and releases.
2026Turning analysis into chart pages
We defined the requirements, architecture, and technical design, documenting interfaces and design choices in more than 40 documents.
2020—2022A financial video production platform
We led the project and technical design, and built core parts of the chart components, timeline, and server renderer.
Several AI coding tools claiming, reviewing, and merging tasks
I designed and maintain the workflow. Role contracts, the state tool, the execution pool, and model routing live in the Viz Platform repository; it runs on this one project first before I decide whether to generalize it.
2025—2026Shared rules and skills for AI coding tools
We designed and built the repository structure, generators, installation flow, and checks.
2026Testing AI coding tools on visualization projects
We designed the evaluation method and built the platform, including task selection, runners, result checks, and reports.
LLM-powered chart generation for financial Q&A, with explicit checks for metrics, aggregation, and explanatory consistency.
Automatic summaries, visual cues, and interaction design that help readers navigate long-form financial research.
Enterprise visualization architecture combining reusable components, configuration, AI workflows, and delivery standards.
Reusable context, tools, skills, evaluation gates, and feedback loops for reliable long-running AI engineering work.
