A periodic showcase of work: large-scale enterprise systems, digital products, and experiments at the edge of AI and emerging technology.
Explore selected work ↓Selected work
The 2018 prototype wasahead of its time and inspired by DeepMind's AlphaZero. It was a small AI and machine-learning experiment applied to chess, accompanied by a custom browser-based 3D interface and allowed for real-time play against the AI and other players.
A large, multi-year Logistics Operations Management System for a global enterprise—supporting sourcing, storage, equipment, drivers, and delivery operations around the world.
A complete rewrite helping public libraries make movies, television, music, and eBooks instantly available to their communities.
A highly customizable enterprise security dashboard, developed under the project code name MixDash.
From consumer-facing products to global enterprise systems: an interface built to help manage ESPN's enormous content library.
A quantitative financial system designed to identify significant market moves autonomously—one of the most intriguing smaller projects managed.
Recent work spans global enterprise organizations, public media, and early-stage ventures—each one grounded in the details that make a product work in the real world.
Experimental
The Lab is for exploration, learning, and discovery. A-One is a live 3D chess world built from the ground up to test the limits of new technologies and ideas in AI.
It is inspired by the idea that challenging games can be powerful benchmarks on the path toward versatile algorithms with applications beyond the board.
Research notes and findings coming soon.
About
I'm Michael Szubka. Years spent building traditional software taught me where delivery slows down: unclear requirements, repeated implementation work, fragile handoffs, and teams carrying too much context in their heads. I now use that experience to help companies modernize how they build and operate software.
AI is changing the development lifecycle. It can accelerate research, planning, implementation, testing, documentation, and operations. I help teams introduce practical AI workflows and agent capabilities where they remove real friction, while people retain the direction, judgement, and ownership that software still requires.
The opportunity is not to remove people from development. It is to give the people who understand the business, the customer, and the problem more leverage to deliver better work.
LinkedIn mikeszubka