Every team needs a strong support.
A software studio and data engineering consultancy that builds products and pipelines to maximize efficiency and productivity with data — from licensing and distribution to real-time data processing and marketing analytics.
What we build
Products and pipelines built to solve real problems across licensing, content automation, data engineering, and marketing analytics.
Private Nova-Core
A complete backend platform for license generation, subscription billing, and digital product distribution. Currently powering Position5's product line.
Live QuinnFAQ
AI-powered WordPress plugin that reads your site and generates SEO-optimized FAQ pages with structured data. About 60 seconds, start to finish.
Live Arcana
Real-time trading data ingestion pipeline. Streams and stores exchange data from the Coinbase API with production-grade fault tolerance.
Live Sigil
High-speed data processing engine for iterating through hundreds of trading strategies. Born from Arcana for independent stability and scale.
Live OpenTN
Non-partisan transparency platform for Tennessee campaign finance data. Follow the money, know your reps.
Every project starts with a real problem
Nova-Core exists because we needed a distribution platform. QuinnFAQ exists because businesses needed better FAQ automation. Arcana and Sigil exist because trading data pipelines demand engineering that doesn't cut corners. OpenTN exists because campaign finance data should be accessible to every citizen, not just insiders.
The same data engineering rigor that processes millions of trades now helps businesses maximize efficiency with their data — from marketing analytics and CAC optimization to custom data pipelines. Position5 builds opinionated, well-engineered software and applies that expertise as a consultancy when businesses need it.
Solve real problems
Every product comes from hands-on experience across different industries and domains.
Production-grade engineering
Battle-tested software with real analytics, real payments, and real users.
Open where it matters
Open-source projects that showcase real engineering, not toy demos.
Data that drives decisions
Turning raw data into actionable insights — for our products and our clients.
From the blog
Engineering notes, product updates, data engineering deep dives, and lessons from building real systems.
From Trading Pipelines to Marketing Analytics: Same Engineering, Different Domain
The data engineering skills that process millions of trades translate directly to marketing analytics, CAC optimization, and business intelligence pipelines.
Position5 Is Now a Data Engineering Consultancy
Why I'm expanding Position5 from a software studio into data engineering consulting, and what that means for the products, the blog, and the work ahead.
Sigil: Iterating on Speed and Scale
How I'm optimizing Sigil's data processing pipeline to handle hundreds of trading strategies efficiently, and what 'fast enough' actually means.