Case Studies
Product outcomes & case studies
Selected work across SaaS, AI, gaming, and civic tech — focusing on strategy, architecture, and measurable impact.
StudyLens — Ground News for Science
AI platform that extracts facts from nutrition research papers, flags methodological concerns with a Caution Meter, analyzes media coverage accuracy, and teaches evidence literacy via contextual teaching cards.
- AI
- SaaS
- Architecture
- Data
Domain Triage — Batch Domain Availability Checker
Full-stack serverless batch domain checker with TypeScript monorepo, React 19 + Hono API, DNS/RDAP evidence model, and AWS free-tier infrastructure at ~$0.50/month.
- SaaS
- Architecture
- Infrastructure
The Grid Games — Local Gaming Store Website
Dark-themed Astro static site for a 30-year-old gaming store with comprehensive local SEO structured data, data-driven JSON content, and zero-cost GitHub Pages hosting.
- Design
- Architecture
Reveillark — Daily MTG Card-Guessing Game
Wordle-inspired daily game with progressive SVG card masking, deterministic puzzle generation, and instant autocomplete across 2,841 legendary creatures — zero backend.
- Game
- Architecture
- Design
People's Economy Hub — Household Economics Dashboard
Non-partisan platform translating BLS and Federal Reserve data into three household-centered metrics with automated pipelines, zero-cost GitHub Pages infrastructure, and WCAG AA accessibility.
- Data
- Architecture
- Infrastructure
Mythic Works — AI-Powered Consultancy Site
Static consultancy site on Terraform-managed AWS with an AI-powered Website Grader grading sites across 6 categories using PageSpeed and Claude.
- Architecture
- AI
- Infrastructure
SnappyCVs — AI Resume Tailoring Platform
Full-stack SaaS for AI-powered job fit scoring, tailored resume generation, and application tracking with Stripe billing.
- SaaS
- AI
- Architecture
- Billing
Memnai — Instant Dashboards from Databases & APIs
Schema-aware AI generates SQL and API requests from plain English. Interactive dashboards, RBAC, audit logging, and board-ready exports. Now in Early Access.
- AI
- Data
- SaaS
Duly — AI for Civic Ops
Automations and natural-language workflows for elected officials and citizens; faster service delivery.
- AI
- Civic Tech
- Automation
Esports SaaS Platform (Melee.gg)
Launched and scaled a multi-tenant esports platform; led product strategy and architecture end-to-end.
- SaaS
- Architecture
- Strategy
Slotomancer — Cross-Platform Roguelike
Hexagonal architecture enabling 100% code sharing between desktop and mobile; platform-agnostic game engine with privacy-first telemetry.
- Game
- Architecture
- Platform
The Endless Grimoire — Mobile Idle/Clicker
Designed and shipped a mobile idle/clicker experience; systems design, UX, analytics, and iterative live ops.
- Game
- Design
- Mobile