SEC/W // FULL PORTFOLIO

The work.

Seven systems, each one architected, coded, deployed, and operated by this team. Four carry live production traffic today. Every screenshot below is the real system, captured from production or from the working build.

Provenance, stated plainly: products are ventures our founding team built and runs on its own account. Client work is labeled client work. The prototype is labeled a prototype.

Products

Built and operated by the founding team // 05 systems
debriefed.link LIVE
Debriefed landing page

Debriefed

Product // Live

Debriefed turns a shared document or AI conversation transcript into an accountless link containing a one page brief and page cited question and answer access, so a recipient gets a verified answer instead of an unread PDF. It runs on Node.js and TypeScript on AWS EC2 behind a Cloudflare Pages proxy, uses Anthropic's Citations API for grounded answers, and is in production today with Stripe subscription billing, per IP rate limiting, and signed origin authentication between the edge and the application server.

  • AWS
  • Cloudflare
  • AI/LLM
  • TypeScript
  • Stripe
Open debriefed.link opens in a new tab
getcared.ai LIVE
Cared AI landing page

Cared AI

Product // Live

Cared AI is a public facing AI platform that transcribes recorded patient encounters and automatically generates clinical documentation for healthcare providers, aimed at reducing manual charting work. The public site is a React front end with animated feature walkthroughs, live at getcared.ai.

  • AI/LLM
  • React
Open getcared.ai opens in a new tab
wheelingo.com LIVE
Wheelingo landing page

Wheelingo

Product // Live

Wheelingo is a driving test preparation product with a content pipeline that moves draft blog posts through an SEO focused workflow and a CMS before publishing them as static content served from S3 behind an API Gateway endpoint that also serves the blog sitemap. The site and its blog API run on AWS Lambda, API Gateway, and S3 under the same AWS account as the company's other production infrastructure.

  • AWS
  • Lambda
  • S3
  • API Gateway
Open wheelingo.com opens in a new tab
dexter // pilot deploymentPILOT
Dexter Working pilot deployment
No public instance
Mentra Live glasses · vision pipeline · dashboard

Dexter

Product // Pilot

Dexter is a plan aware AI system for general contractors: a GC uploads a blueprint and chats with it, while workers wearing Mentra Live smart glasses capture jobsite photos that a vision pipeline compares against the plan to flag deviations to a dashboard. The backend runs on AWS Lambda, DynamoDB, and API Gateway with a React and TypeScript frontend, currently a working pilot deployment and not a publicly hosted product.

  • AWS
  • AI/LLM
  • React
  • TypeScript
calyssa // private demoDEMO
Calyssa Feature complete
Private demo environment only
Whisper transcription · structured extraction · PDF export

Calyssa

Product // Private demo

Calyssa generates SOAP notes from dictated clinical encounters and produces structured ICU Pre-Rounds charts from recorded audio across a fixed set of clinical sections, with a split screen live preview and PDF export on web and mobile. It runs on AWS API Gateway, Lambda, Cognito, and S3, uses OpenAI Whisper for transcription and GPT based structured extraction, and the feature set is complete though currently deployed only to a private demo environment, not a public site.

  • AWS
  • AI/LLM
  • React
  • TypeScript

Client Work

Delivered and operated for a paying client // 01 system
jkprestigeconstruction.com LIVE
JK Prestige Construction website

JK Prestige Construction

Client Work // Live

JK Prestige Construction is a marketing website built and operated for a real construction company client, covering service pages, project information, and a blog. It is a static site hosted on AWS S3 with Cloudflare providing DNS and CDN in front of it, deployed by direct S3 sync rather than a CI or git based pipeline.

  • AWS
  • Cloudflare
Open jkprestigeconstruction.com opens in a new tab

Prototype

Internal R&D, not delivered to any agency // 01 system
internal r&d // local buildPROTOTYPE
AI guided training platform prototype interface

AI Guided Training Platform

Working Prototype

A working prototype of an AI guided training platform for clinical and facilities staff, built as internal research and development to test a step by step guided training interaction pattern before proposing it to any customer or agency. It has not been delivered to, reviewed by, or piloted with any government agency, and it is not deployed publicly; it is viewable locally as a demonstration file.

  • AI/LLM
  • HTML/CSS
Discuss a requirement Capability statement