Works Write

Engineering
Humanized.

Reducing friction in complex software systems

Framework

DIRAC

Entropy vs Financial Leakage

LEPTON Core Module
Strategy Data-Driven
DRU Risk Score
Animation Engine

Rustimate

Animate Attention.

Rust Core Language
Animation Attention
Storytelling Rendering
ML Research

ACON

Quantify cognitive friction.

Data Model
Reward Optimized
RL Powered
ML Research  ·  In Progress

COPE

Cognitive Origin & Entropy Profiling.

Entropy Profiling
Trusted Origin
Verify Latency
Ecosystem

ratcrate

Ratatui ecosystem.

TUI
CLI
Web

Signature Systems

More from the lab.

Tools & Research built at the intersection of Human cognition & Machine.

Workflow

Neovim

Unified environment across machines.

IDE
Workflow

.dotfiles

Unified environment across machines.

Automation
Automation

Cookie-ML

Opinionated scaffolding for ML projects

Python ML

About

Building systems since 2004.

Experience

21+

Architecting systems where human cognition meets machine execution.

Open Source

10

Systems reducing the distance between idea and execution.

Research & White Paper

3

Published.