An independent studio building AI systems with teeth — agent products that touch real data, survive messy inputs, and return outputs you can trust.
Case no. 01 — Currently in the studio
A SQLite viewer built for humans and coding agents to drive at the same time.
Native Tauri desktop app, JSON-first CLI, and MCP server share one Rust core — with a live push flow that mirrors terminal queries straight into the GUI my agent and I both watch. Less demo magic, more shared keyboard.
CLI, Tauri desktop, and MCP server all delegate to the same `sqlv-core` library — semantics can't drift between the human view and the agent view.
`sqlv push "SQL"` from any terminal lands the query in the running desktop app's editor. Reads run immediately; writes wait behind a loud consent banner with EXPLAIN QUERY PLAN and an affects-N-rows pill.
1000-row pages via react-virtual, inline cell edit, FK navigation, and a Stage toggle that batches edits for a single-transaction commit with per-row revert.
Production-grade realtime AI voice platform for a tier-1 global entertainment client — fans chat by text, voice message, and live call with a licensed digital persona of a major-label pop artist. Architected for 100K DAU.
Realtime Voice AI · Under NDAMulti-agent simulation where LLM-driven characters act inside typed rule systems and live governance structures. Describe any world in plain English; an engine turns it into agents, rules, and locations.
AI AgentsA swarm of database-connected investigators that find ICP patterns, test them statistically, and return conclusions with evidence instead of vibes.
AI AgentsCoherent films are hard. film-cli gives agents a quality-gated production loop for multi-shot storytelling, continuity control, and shot-by-shot iteration.
Creative AIAsk a financial question in plain English, get back a reusable analysis artifact. Combines verified data, sandboxed code execution, and agent orchestration in one research workspace.
FintechWalkie-talkies are terrible software. venue-ops-ai turns messy venue operations into a conversational command layer that triages issues, dispatches work, and keeps a live audit trail.
Full-stackAn AI content team for brands that can't afford one: trend research, audience strategy, creative direction, and marketplace-ready copy generated through orchestrated specialist agents.
AI AgentsSurveys are rigid and shallow. TokForm makes research feel like a feed: adaptive AI interviews, swipe-native UX, and responses that go materially deeper than static forms.
AI ProductA negotiation copilot for creators who are tired of getting outpriced. Multi-agent workflows research brands, benchmark deal value, find contacts, and generate smarter counteroffers.
AI AgentsA market data app built for glancing, not tapping. Live crypto, stocks, and futures stream straight to the Dynamic Island so you can check price action without opening a brokerage app.
iOSGeneric chatbots are boring. skills-chat turns personas, tools, and reusable skills into a modular AI workspace where the assistant can actually do domain-specific work.
DevtoolsA calmer take on expense tracking for freelancers: capture receipts, classify deductions, and manage tax-season chaos across web and mobile from one shared system.
Full-stackThe playbook broke. I'm writing the next one.
I build AI systems for domains where bluffing gets expensive: investment research, analytics, operations, and developer workflows. My background is a mix of quantitative finance, backend engineering, and product-minded shipping.
The common thread across this archive is simple: make the model earn its keep. Structured outputs, sandboxed execution, reproducible pipelines, and interfaces that feel sharp enough to ship — not just cool enough to demo.
Tools & materials
Let's build something. Or just say hello.