Portfolio · Engineering · Music

Jason Reis

I build systems that feel deliberate — clean interfaces, solid architecture, and tools I’d actually use. Lifelong DJ energy, engineering craft.

Portrait of Jason Reis

Featured work

Shipped products and systems — web apps on this domain, native tools on GitHub.

React · Workers AI · PDF

ClaimForge

Insurance claims intake helper — upload FNOL / ACORD-style PDFs, extract key fields in the browser, flag missing required info, and export a structured summary. Opt-in Workers AI for smarter extract and scan OCR.

  • Local-first PDF.js + heuristic field mapping
  • Completeness scoring · Markdown / JSON export
  • Optional Cloudflare Workers AI extract + OCR
AWS · Lambda · Terraform · C#

Lex Log Bridge

Local C# Lambda lab — package a custom runtime, wire Firehose to a Function URL, and run the path against MiniStack + Event Hubs emulators. Zero cloud account required.

  • provided.al2023 packaging + Terraform apply loop
  • Firehose HTTP endpoint protocol · per-record results
  • Lex-shaped sample traffic · failed-record S3 backup
Open source

GitHub

Code, experiments, and portfolio repos under @jreis — including Logbox, HyperForge, DJ Vault, ClaimForge, and Lex Log Bridge.

About

I care about craft at the edges people feel: latency, clarity, keyboard flow, and systems that stay maintainable after the demo — from native Hyper Key tooling and SMB-scale observability to local-first web apps. Music has always been part of that; ranking a setlist is the same problem as prioritizing a backlog.

This site is intentionally lean: a home base, a place for shipping, and room to grow without a CMS.