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Background & experience

Building useful AI.
Taking ownership.

From an independent first build to connected business platforms. Hands-on engineering, product thinking and delivery.

Aug 2024 – Present

Manifold Engineering

Independent AI development studio

Founder & Software Engineer

Aug 2024 – Present

Founded 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.

Selected client work

Earlier client work includes a custom website for Butala Branding and WordPress improvements for Axiom.

Jul 2025 – Present

FiftyFlowers

E-commerce · Retail & wholesale

AI Solutions Engineer

Jan 2026 – Present

Build and run a connected set of AI and operational tools across customer service, marketing, shopping and product data.

  • Customer service AI. Built four apps for inquiries, reviews, claims and payment disputes, with shared chat, case history and a Chrome extension. The apps replaced the team’s paid AI writing tool, saving about $24,000 a year; the platform moved from AWS to Firebase and Google Cloud.
  • Company Second Brain. Built a company knowledge workspace: support policies in production use by the apps, an engineering knowledge base used in my own coding, and room for five more teams whose brains are still empty. Added visual navigation and knowledge-aware chat.
  • Image Studio. Built AI product-image editing, reusable style presets and cutouts.
  • FAQ & Content Engine. Built customer-question analysis, answer-coverage exploration and a review queue for FAQ and blog drafts, following AI discoverability research and a company roadmap.
  • Proposal Manager. Implemented supplied wireframes as an event-planning application with flower recipes, presentations and shopping lists. Launch was paused when DIY migration took priority.
  • DIY Kits Migration. Built tools to reconcile farm spreadsheets with store products and move kit recipes and purchase links into a test store, with source tracking and validation ahead of the move to the live store.
  • AI roadmap & project visibility. Built a FiftyFlowers dashboard in The Record, linked from Internal AI, so stakeholders can see each initiative, milestone, completed feature and supporting evidence.

AI & Process Innovation Associate

Jul 2025 – Jan 2026
  • Shopping assistant. Built the early flower-selection chatbot, storefront interface and cloud services, connecting conversational requests to catalog filters, product results and saved conversations.
  • Share Your Flair. Built wedding-submission processing that turns customer stories and media into review cards and Make This Look drafts, run for every 2025 entry; repaired historical media delivery.
  • Rush Orders. Implemented the storefront request form and notification workflow that routes urgent-delivery requests to customer service.
  • DIY-kit assistant. Built a conversational interface for questions about kit reference data, distinct from the later recipe-data migration.
May 2024 – Aug 2024

WebMarkets

Digital marketing agency

Web Developer · Internship

May 2024 – Aug 2024
  • Client Portal. Independently built the company’s first client portal in two weeks; adopted by all 17 employees for client communication and project workflows.
  • ALPHA SEO. Co-developed frontend and backend features for the domain-focused SEO platform with the engineering team.
  • Client websites & content. Created and maintained client blogs and website pages through DNN and Sanity CMS.

Collaborated with the art director on visual direction, with lead-developer support on initial setup and CSS.

2021 – 2025
Arizona State University

Arizona State University

Bachelor of Science · Computer Science

Graduated May 2025 · Dean’s List · Merit scholarship recipient

Team capstone: interactive 3D machine-learning visualization built for an ASU professor.

Explore the capstone ↗

Across the work

From the interface to the infrastructure.

AI & data

Machine learning, AI integrations, retrieval and knowledge systems, workflow automation, data visualization

Application engineering

Python, TypeScript, JavaScript, React, Node.js, SQL, API design

Cloud & delivery

Firebase, Google Cloud, AWS, Git, testing, deployment, technical handoffs