A map of ongoing work
I build systems for understanding, automating, and reshaping complex worlds.
AI systems · research · debate · improbable side quests
Select a field to follow its connections
01
01 / BUILD
A local-first workspace for multi-agent coding sessions and runtime control.
Designed for practical AI-assisted software development with master and subagent sessions, shared context, live agent status, runtime model switching, and session control.
02 / RESEARCH
Policy analytics and decision support for classification, causal audit, crash-risk forecasting, and scenario simulation.
Built a 51-state panel spanning 2000–2022, an event-study difference-in-differences workflow, 15+ automated figures, and transparent public artifacts.
03 / BUILD
A voice-first iPhone app for construction defect reporting.
Built at the YC × Google DeepMind Gemma Voice Agents Hackathon with SwiftUI, Gemma 3n, Whisper, Supabase, offline queueing, and BIM-linked issue review.
04 / BUILD
An automation system for greenhouse sensing, intervention, and recommendations.
Combines Arduino sensors and actuators, FastAPI, OpenAI, a local Random Forest model, Supabase logging, and a live dashboard.
05 / IDEAS
A debate evidence, research, and round-strategy platform used by 2,000+ debaters.
Built web-crawling, source organization, and deduplication workflows to reduce research time and improve evidence quality.
02
School operations suite for leak detection, compost sorting, and resource forecasting in one dashboard.
Fine-tuned task-specific specialists paired with a custom harness for cost-efficient multi-agent coding workflows.
03
Incoming founder participant using customer discovery, startup credits, and rapid prototyping to test AI product and go-to-market assumptions.
Leads product strategy and technical execution across AI agents, developer tools, automation, and research workflows. Converted 100+ user interviews into roadmap decisions, helped ship products to 5,000+ active users and 1.5M+ media views, and secured $48,000+ through programs including 1517 Fund, SoftBank, and BizWorld.
Analyzed vitamin D, omega-3, and exercise interventions against epigenetic aging clocks in R and Python; built reproducible notebooks, statistical plots, and data-analysis workflows; presented a poster talk to 800+ attendees.
03
Mechanism-aware alcohol policy forecasting and scenario simulation, presented through a transparent public research dashboard.
Historical analysis connecting colonial law to long-run social exclusion.
SSRN ↗An AI-automated Chlorella vulgaris bioreactor for environmental remediation, combining pH, turbidity, CO₂/O₂ sensing, microcontrollers, and pump-control logic. Received an Arizona Science and Engineering Fair Grand Award.
ResearchGate ↗Analysis of vitamin D, omega-3, and exercise interventions against epigenetic aging clocks, with reproducible R and Python workflows.
04
05
B.S. Computer Science · Intelligence and Theory threads · planned 2.5-year graduation track through AP and transfer credit.
3.99 UW / 4.87 W · ACT 35 · SAT 1540 · 15 AP exams: fourteen scores of 5 and one score of 4 · BASIS Educational Ventures Scholar ($5,000). Research Club President, Debate Captain, Science Olympiad Engineering Lead, and Student Council President.
School ranking source ↗06
Selected for YC Startup School founder programming, with access to founder sessions, startup credits, customer discovery, and rapid prototyping support.
Spent a day with YC partners, founders, and builders discussing voice AI and on-device models, including conversations with the Cactus founders about local inference and developer ergonomics. Built YConstruction: a SwiftUI, Gemma 3n, Whisper, Supabase, and Blender/Bonsai workflow for construction defects.
Fully funded University of Austin attendee; debated whether AI should make us optimistic or concerned, met Palantir engineers, and practiced founder-style decomposition of apparently impossible problems.
07
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