Manifold Engineering
Independent AI development studio
Founder & Software Engineer
Aug 2024 – PresentFounded an AI development studio delivering business applications, workflow automation and an internal suite for managing AI-assisted engineering.
Till
Lending & financial services
- Machine-learning scoring API. Built loan scoring inside the existing application workflow, returning model scores and policy decisions while saving about $24,000 a year.
- HAL operating dashboard. Built five connected workstations for scoring activity, approval thresholds, lead sources, funded-loan history and scenario research, with live scoring rollups and a saved history of policy changes.
Create Spaces
Office furniture & workplace services
- Booking reporting & AI workspace. Built the company’s booking-data platform on its own AWS account: history back to 2009 verified to the cent, a dashboard behind company sign-in, an AI agent built to export the daily report from the company’s business system, and a read-only ChatGPT connection that ties each figure to its report row. The dashboard and the ChatGPT connection are live; the daily export is being proven run by run.
Axiom
Structural engineering
- Proposal research & fee estimation. Directed delivery and subcontracted development of AI-assisted document extraction, historical proposal research and estimating tools. Collaborating developers implemented the dashboard.
- Executive briefing workspace. Led a separate prototype of a personalized executive briefing (priorities, tasks, messages and meetings) with an assistant-driven sync view. It was paused before launch.
SiteSift AI
Commercial real estate · co-founded product
- Property research & broker communication. Built an AI email workflow designed to contact each property’s listing broker, read replies and attachments into the advisor’s tracker and draft replies in her voice. In development: the private beta is paused while each step is proven on live test campaigns.
AI Development Platform
Internal engineering products
- The Record. Built project management for developers, clients and connected AI agents: scoped milestones, progress, questions, screenshots and evidence, with shared client dashboards.
- Brain. Built persistent engineering knowledge across projects and coding sessions, with searchable documents, visual relationship maps, reusable workflows and explicit handoffs.
- Jarvis OS. Built orchestration for assigning and supervising coding agents, preserving work state and checking results. Integration with The Record and Brain remains in development.
AI Media Manager
Social-media research
- Instagram research library. Built an organization-based dashboard for accounts, imported posts, visual media and sync status. More complete media capture and research discovery remain in development.
Earlier client work includes a custom website for Butala Branding and WordPress improvements for Axiom.




