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 delivering $24,000 in annual savings.
- HAL operating dashboard. Built five connected workstations for scoring activity, approval thresholds, lead-source economics, funded-loan history and reject-band analysis, with live reporting and saved policy changes.
Create Spaces
Office furniture & workplace services
- Hedberg reporting & AI workspace. Built a cloud agent to export business reports and a connected dashboard for booking trends, report history and export controls. AI answers open cited source pages; team rollout continues.
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 build bringing priorities, tasks, messages and meetings into a personalized briefing, with an assistant-driven sync view. The application was not launched.
SiteSift AI
Commercial real estate
- Property research & broker communication. Built a workspace connecting property lists, broker email, extracted information, follow-ups and advisor decisions. Beta work focuses on reliable automation and accurate property-level data.
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.





