ahd-yoo-vat (everyone asks)

I'm Jon North (ex-NVIDIA, ex-Bridgewater, ex-Bloomberg), founder of Adiuvat.

I’m a Software Engineer with a passion for systems, whether built from tech, people, or both.

I lead projects from requirements gathering through development and into production/aftercare. Your goals will be my goals.

With over 20 years of experience ranging from contributor-to-single-app to managing multiple small teams owning hundreds of systems, serving multiple business stakeholders, I am ready to deal with project complexity at any level and provide the lift you need.

We can start small or tackle something ambitious - it’s your call. I’d love to help you build your dreams.

Certs

My preferred tech platform is AWS, due to its breadth of excellent services and world-leading reliability. I also work in Azure and GCP on request.

As a final note, you may have noticed I don’t talk much about LLMs or AI in this page. I view these technologies as much like any other in that they take in data and use compute to do useful work. I use them personally to get work done faster, too. I’d be delighted to solve your problems with them, like any other data engineering challenge. The principles don’t change.

Recent Projects


 

Realtime stats processing in a Redpanda+Golang+PyFlink+Databricks Kappa architecture for one of the top 3 major US sports leagues - raw data through ML models to the screen!

Portfolio construction process replatforming for a mid-size hedge fund

Engineering management for a unicorn in hypergrowth

Release process redesign + data mining for another unicorn

50-node market data ingest system for a crypto data early startup

Managing multiple small trading pipeline teams for a large hedge fund

Image similarity service (vector db + transforms) and chatroom for the largest LLM-based image generation platform

Realtime chain analytics and balance tracking for the only FDIC approved crypto-focused bank

Technologies


 

Languages:

Python, C/C++/C#, SQL, R, Perl, Bash, Go.

Frameworks/Technologies:

Everything AWS, everything Kafka and data, anything containerized, everything CICD - hopefully you get the point. We got it.

OS:

Linux or Windows. Unix is fine too.

Principles


 

KISS

While perception is important, reality is more important

While details matter, goals matter more

While satisfying the terms of the contract is important, satisfying the customer is more important

Say what you’ll do, and do what you say

Untested code is broken code

Unmonitored systems are misbehaving right now

Systems need to prove they’re meeting SLA