Now
Today
- At work
- Primary model developer on RushReady at Ecolab: explainable anomaly detection, plus brand-configurable recommendations for quick-service restaurants, all running on a near-real-time Delta Live Tables platform.
- At school
- M.S. in Data Science at Rochester Institute of Technology, focused on probability theory, statistical learning, and Bayesian methods. Capstone in fall 2026.
- At home
- Running a two-GPU homelab that serves Mixture-of-Experts models to coding agents over local endpoints, and using the same rig to fine-tune small models.
- On the shelf
- Over the board
Playing as asimonson1125 on Chess.com.
Aiming for 2000 in Rapid by the end of the year
Selected work
- RushReady at EcolabPrimary model developer, inception to multimillion-dollar product. +20% speed of service.
- AI Homelab and Self-Hosted Web ToolingMixture-of-Experts inference beyond rated VRAM, plus fine-tuning, on hardware I run myself.
- Human vs AI Code Smell Study85K+ code definitions: AI code carries 3–4x more structural debt.
- Reactive Chemistry Analysis at DowReplaced 4 legacy tools; became the interdepartmental standard, saving ~0.65 FTE a year.
- Stereo Particle-Track Classification in a Cloud ChamberM.S. capstone, proposal approved: 3D particle-track reconstruction with Bayesian classification.
What now?
I wasn't really expecting anyone to read this far. If you're looking for shared resources you've taken a wrong turn.
From here, we'll rekindle the future.
