Past Projects

SiteCheck AI

GenAI B2B SaaS for Paperwork Automation

Led a team to develop a cross-platform AI software application for "just-talk" LLM-based workflow automation for EHS paperwork in SMB construction contractors. Pioneered a proprietary "File-Stack" RAG (Retrieval-Augmented-Generation) architecture, and designed the UI/UX to streamline onboarding non-technical/legacy users that's even simpler than ChatGPT. Bootstrapped to $10k ARR in 6 months, stalled due to market conditions.

Aloom

Music Visualization AI / AR / IoT Platform

I set out to fundamentally map the emotions in the psycho-acoustics we hear in music, into the psycho-visual realm, so we could visualize music in higher fidelity and scalability than any system before. Designed this "synesthetic" algorithm, and a truly full-stack system, as this passion project involved: Music Theory, Sensory psychology, Optics, AI/ML, wireless communications, IoT hardware, firmware, portable high-power energy systems, and hybrid flex-rigid PCB design, mechanical/industrial design and thermal management. It was also my first independent foray into native mobile application development with cloud-based distributed systems. So much fun!

AMPL / EMBUE

Smart Building IoT SHaaS

Developed a proprietary line of 7 wireless smart building sensors, based on the zigbee protocol, for HVAC and energy management purposes, with thousands of units manufactured and installed, plus offshore supply chain established. Learned a lot about embedded systems here, and the importance of firmware, especially in battery-powered wireless applications!

Global Fire Products

Fire Safety Technology IP Licensing

Developed two pieces of Intellectual Property related to fire arresting and flame radiation sensing, with my Master's Thesis supervisor at WPI - learned a lot about combustion, explosions, and electromagnetism, got to attend a few conferences, and granted authorship on a couple patents.