Case Studies

Shipped work and the numbers behind it.

AI features in production, platforms serving hundreds of thousands of users, and delivery work that cut costs and timelines. Every project here went live.

/01

Platform Leverage

Dental Marketing Platform

Energize Group was running 200+ dental practice websites on fragmented infrastructure, where every new site added cost and every update took too long. I architected SmartSites, a unified multi-tenant CMS and hosting platform, and wired LLM content workflows directly into production operations. The result: infrastructure costs down 75%, deployment time down 60%, 250K+ monthly users served, and AI-assisted content shipping for 50+ blogs and sites every month.

250K+

Monthly Users

200+

Clients Served

-75%

Infra Cost

AstroReactSanity CMSNetlifyLLM Workflows

Visit Energize Group

/02

AI Product Ownership

Stealth AI Goal Platform

An early-stage goal achievement platform needed its AI ambitions turned into a product people actually use. As lead AI engineer I own the path from idea to production across five codebases: personalized feeds, rewards, notifications, and LLM/RAG systems spanning web, mobile, internal tooling, and multi-service infrastructure. The AI is not a demo bolted on the side. It runs the product loops customers touch every day.

Full-Stack

Ownership

LLM + RAG

AI Stack

5 Codebases

Surfaces

ReactTypeScriptPythonFastAPIAWSLLM + RAG

/03

Enterprise Workflows

PCI Compliance Platform

Major financial and insurance firms were burning analyst hours on manual PCI audit reviews. I led development of a compliance dashboard that automated the review workflow, with SSO, role-based access, and real-time reporting built to enterprise security requirements. The platform now processes 10M+ URL scans across 500+ enterprise seats and cut audit time by 65%.

10M+

URLs Scanned

500+

Enterprise Seats

65%

Audit Time Reduction

React.jsNode.jsEnterprise AuthenticationPCI ComplianceGo

Visit NovaWatch

/04

Educational Platform

Cheddar Flow

Built a live educational video platform embedded directly in the Cheddar Flow website, cutting content update time by 80% through a custom admin dashboard. The system enables non-technical staff to manage and publish educational content 3x faster than the prior workflow, with real-time feed updates and zero-downtime deployments using React and a headless CMS architecture.

-80%

Content Update Time

3x Faster

Admin Efficiency

Live

Platform

ReactDashboardVideo Management

See Project

/05

Educational Platform

Academy of Art - Annual Springshow

Migrated Academy of Art University's annual Springshow from Adobe AEM to a React.js and Sanity CMS stack on Vercel, cutting infrastructure costs by 40% and reducing content publishing time by 70%. The new platform automates management of 1,200+ student portfolios, enabling the content team to update and publish the entire show independently without relying on external developers for every content change.

-40%

Infrastructure Cost Reduction

-70%

Content Publish Time

1,200+

Student Portfolios Managed

React.jsSanity CMSPortfolio Management

View live

/06

Mobile Application

Wittit - Mobile Application

Designed and shipped an iOS and Android MVP in 8 weeks using React Native with Redux state management, Firebase real-time backend, and Pusher for live notifications. Achieved a 4.9-star average rating at launch by focusing on intuitive UX for college students' off-campus living needs, showing that tight scope, shared component architecture, and fast iteration can produce high-quality cross-platform apps at startup pace.

4.9★

App Store Rating

8 Weeks

Time to MVP

iOS + Android

Platforms

React NativeReduxFirebasePusher

See Project

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