Building reliable software systems with practical applied AI.
I work across TypeScript, Python, automation, data-driven tools, and web applications. This site collects shipped projects, technical feature notes, and writing that show how the work is designed and implemented.
23
Projects
36
Feature Notes
TS + Python
Core Stack
Selected Projects
A quick cross-section of systems, automation, and applied experiments with deeper documentation behind each card.
Smart Home
A Home Assistant based smart-home control plane for local device automation, event handling, and natural-language assisted control experiments.
FlowTrot
A web/graph based low-code solution where you can create source code modules as stand-alone utilities or design more complex compute graphs.
Transformer-based Riptide Spotter
A hackathon project that uses a transformer model to detect rip currents from live beach camera footage. Mounted on a lifeguard tower, the system analyzes wave patterns to identify hazardous conditions in real time.
Mr. Morse
A React Native and Expo mobile app concept for composing, translating, and playing Morse code messages on iPhone and Android.
Writing and Notes
Short essays and technical notes on software, intelligence, and adjacent ideas.
Mar 28, 2026
P vs NP as Emergent Growth
One way to think about P vs NP is to ask how quickly relational complexity emerges as simple constraints begin to merge.
Mar 28, 2026
Cognitive Dissonance Is Intelligence
Cognitive dissonance is not just a psychological discomfort. It is the recursive tension between competing idea-structures that gives intelligence its shape.