Alan Szmyt
Founder & Systems Architect at Incompris LLC
Wilmington, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolAlan Szmyt is a founder and systems architect with a decade of experience building mission-oriented, reproducible systems that blend AI, automation, and thoughtful architecture. He has delivered full-stack geospatial and decision-support platforms at MIT Lincoln Laboratory—shipping field-tested, low-connectivity mobile tracking and investigative tools—and now runs an independent studio designing deterministic publishing pipelines and programmable AI workflows. Alan treats LLMs and generative models as composable engineering components with clear I/O contracts, and he emphasizes reproducible, local-first development environments using Docker and GitHub Actions. Comfortable at the intersection of platform engineering, developer experience, and creative systems, he pairs government-grade rigor with experimental multimodal media work such as beat-synchronized generative video pipelines.
10 years of coding experience
12 years of employment as a software developer
UMass LowellMaster of Science (MS), Software Development, Master of Science (MS), Software Development at Boston University
Github Skills (11)
reward10
controlled9
neat9
recurrent9
ram8
python5
reinforcement-learning5
machine-learning5
artificial-intelligence4
deep-learning4
neural-network3
Programming languages (2)
Github contributions (5)
szmyty/OpenAI-Retro-SuperMarioWorld-SNES
Dec 2018 - Mar 2020
This project contains my implementation of the NEAT-Python algorithm to use a recurrent neural network that enables an AI-controlled Mario to train itself to complete levels in "Super Mario World" on SNES. I used the gym-retro-integration program to create my own variables from the game's RAM values and then used those variables to reward/penalize the AI. If the AI complete's a level, the neural network is saved as the winner.
Contributions:16 commits, 1 PR, 13 pushes in 1 year 3 months
pythoncontrolleda-levelgymwinner
szmyty/files
Dec 2023 - Mar 2025
Contributions:171 pushes, 1 branch in 1 year 3 months
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