Work · Engineering case studies

Products are the proof.

These projects cover the full path from product design through backend systems, data, AI integrations, infrastructure, and deployment. Each case study focuses on the problem, the engineering choices, and the tradeoffs behind the shipped product.

Conceptual illustration of coding agents working in isolated tasks with verification and human review before a pull request01

Agent orchestration

ForgeLoop

Verified software delivery with coding agents

A distributed delivery system that coordinates bounded agent tasks, isolated runner work, verification evidence, and a human review boundary before publication.

RoleProduct and full-stack engineering
  • Java
  • Spring Boot
  • GraphQL
  • React
  • PostgreSQL
  • MCP
Conceptual illustration of a local coding-agent runtime across terminal, editor, and desktop clients, with permission controls02

Developer tools

Truss

A local-first coding-agent platform

A provider-neutral agent runtime shared across CLI, terminal, editor, and desktop clients, with workspace context and visible controls over tool access.

RoleProduct and full-stack engineering
  • TypeScript
  • MCP
  • Ollama
  • VS Code
  • CLI
  • Electron
Conceptual illustration of research objectives connected to source evidence and a paper draft03

AI research systems

ResearchOS

Evidence-first research and writing

A research workspace that turns a question into objectives, MCP-assisted source discovery, reviewable evidence, and papers whose claims stay linked to their sources.

RoleProduct and full-stack engineering
  • Next.js
  • TypeScript
  • Node.js
  • PostgreSQL
  • MCP
  • Claude API
Conceptual illustration of resume experience and a role brief becoming a grounded, reviewable resume04

Production SaaS

Rezzie

Truth-preserving resume tailoring

A resume workflow that uses AI to tailor a candidate's own experience to a role, while keeping edits reviewable and unsupported claims out of the result.

RoleProduct and full-stack engineering
  • TypeScript
  • Python
  • FastAPI
  • Firebase
  • SQLite
  • Stripe
Conceptual illustration of business leads being discovered, filtered, organized, and prepared for outreach05

Production SaaS

PinLeads

B2B lead discovery and outreach workflows

A lead-generation SaaS that combines public business discovery with persistent jobs, lead management, filtering, exports, and outreach integrations.

RoleProduct and full-stack engineering
  • Next.js
  • TypeScript
  • Express
  • PostgreSQL
  • Puppeteer
  • Stripe