Products
Selected software, AI systems, and shipped technical products. Each page records what exists, how it works, and how mature it is.
Local AI
A private desktop AI system that runs models locally through Ollama, manages external provider APIs deliberately, and routes every answer through bounded, cited context.
Runtime and tools
Product concept
A local-first relationship manager that turns business cards into reviewed contacts, meeting context, follow-up drafts, and a visual network map.
Runtime and tools
Working flow
An autonomous AI newsroom that researches the day's strongest signals, writes a five-item brief, designs a social lead, publishes web and LINE editions, and prepares configurable Instagram output from one source.
Each edition produces one engagement-first visual lead. These are examples of the publishing system's output, not independent factual claims by this portfolio page.
Runtime and tools
Audit corpus redundancy, select a smaller candidate set, and test whether it still clears a task-specific quality floor before paying to process everything.
Runtime and tools
Evaluation limitation — current figures are illustrative offline proxies. Production use would require representative queries, a validated judge, and comparison against matched baselines, including random selection.
A mobile-first training log built around the fastest gym loop: see last time, log the next set, and review whether training is progressing.
Runtime and tools
These screens were captured from the local empty-data adapter. They show the product interaction without exposing personal workouts or body measurements.
