Selected work
The canonical project hub for software, science, AI automation, and creative code. Start here for the strongest evidence: what was built, why it matters, and how the system behaves under real constraints.
Flagship case studies
These are ordered intentionally for hiring readers. They show practical AI/software judgment before the deeper archive asks for attention.
active
Python // Tkinter // OCR // Template matching // Structured runtime logs
Supervised Windows automation with OCR, recovery ladders, and operator-visible logs.
This project shows a real operator-first automation philosophy: observable state, recovery ladders, logging, and controlled execution instead of blind automation theater.
prototype
Python // Streamlit // Deterministic rules engine // Typed planning models // Validation-aware reporting
Vendor-neutral NGS assay planning with deterministic strategy scoring, tradeoff logic, and validation-aware reporting.
This project turns pre-design assay planning judgment into visible software. It shows how strategy decisions can be made transparently at the biology-software boundary without pretending that planning output is the same thing as a validated assay.
active
Python // PySide6 // AbletonOSC // Local-model routing // Voice input
Natural-language Ableton control with typed plans, execution checks, and live-session discipline.
This is a serious machine-control project with real operator constraints: ambiguity handling, safety validation, local-model routing, and live creative control.
active
Standalone web deployment // Systems UI // Audiovisual routing // Signal-first navigation
Standalone ExoCortex terminal site for audiovisual routing.
ExoAVTerminal gives the media-side system its own sharp entry point without forcing everything back through the professional shell.
active
Tauri // React // TypeScript schemas // Node sidecar // Python Presence agent
Local-first Exo control plane with room presence, voice routing, source refresh, and scoped Signal publishing.
The build is a practical architecture for making a personal agent legible and controllable. It prioritizes local responsiveness, explicit routing, safe action boundaries, visible diagnostics, and a dedicated manifestation plane that can behave like a persistent system presence rather than a tab in a browser.
active
Python // Streamlit // Sequence parsing // Sliding windows // Shannon entropy
Shannon-entropy sequence profiler for sliding-window DNA complexity and regional signal variation.
Entropy can act as a compact signal for sequence organization, coding potential, repeat structure, and local complexity shifts across genomic regions.
Workstream
Bioinformatics, assay planning, diagnostics logic, and lab-facing interfaces.
active
HTML // CSS // JavaScript
Lab Week browser shooter built for quick static deployment, local score runs, and a bright arcade-cabinet feel.
active
HTML // interactive game flow // microbiology training
A microbiology training game that turns Gram stain workflow and organism identification into a fast, memorable, lab-grounded simulator.
active
HTML // interactive simulation // qPCR
A browser-based qPCR simulator that turns amplification behavior, efficiency shifts, and assay intuition into something you can inspect instead of just memorize.
in-progress
FastAPI // DuckDB // Scheduler health
Paper-only trading cockpit built around audit trails, risk checks, and supervised planning.
Workstream
Local agents, supervised control surfaces, OCR, model routing, and operator tooling.
in-progress
FastAPI // DuckDB // Scheduler health
Paper-only trading cockpit built around audit trails, risk checks, and supervised planning.
Workstream
Music systems, audiovisual tools, browser labs, and experimental interaction surfaces.
active
HTML // interactive longform // visual storytelling
A long-scroll Recombinase browser piece about fire, biology, technology, and self-authored emergence, staged as a cinematic signal essay.
prototype
Python // TypeScript // Web Audio
Browser image-to-audio lab with spectrogram mapping, reverse image studies, and downloadable renders.
Workstream
Analytical utilities and research-facing systems that make technical judgment visible.
active
HTML // interactive simulation // qPCR
A browser-based qPCR simulator that turns amplification behavior, efficiency shifts, and assay intuition into something you can inspect instead of just memorize.
Review path
This page is the front door for project review. The case studies carry the technical details; Research covers the scientific record; Resume gives the timeline; Contact gives the next action.