Apps & Projects
26 interactive applications plus full-stack development projects.
Featured Projects
Bayesian Analysis of Airbnb Seattle Market
Enterprise-grade hierarchical Bayesian analytics platform for Airbnb pricing analysis with uncertainty quantification and interactive Streamlit dashboard.
Personal Portfolio Website
This website - a modern, performant Gatsby site with React components, multiple themes, and 24+ standalone web applications.
26 projects found
AI/ML
Understanding Layer — Agent Trace Viewer
Live visualization of a real gpt-4.1 SWE-agent interaction trace across 46 events. Renders the InteractionTrace schema — a unified L1/L2/L3 observability model for AI agents — with color-coded event kinds, causal parent links, fabrication detection, and annotation callouts.
Neural Network Theory Lab v2
Enhanced interactive laboratory for exploring neural network architectures, training dynamics, and theoretical foundations with improved visualizations.
Edge AI Training Lab
Real-time neural network training with TensorFlow.js - train models in your browser with live loss curves, decision boundaries, and network visualization.
Interactive RL Chaos-Error Optimization
Explore reinforcement learning with chaos theory and error optimization visualizations.
Edge Sentinel
Edge computing monitoring and security dashboard for IoT and distributed systems.
Mech Interp Viz
Interactive mechanistic interpretability visualization for transformer models. Annotate attention heads and MLP blocks, discover circuits, and export research findings. Built with Next.js + circuit discovery UI.
Data Science
ML Fraud Detection Mastery
Advanced framework for real-time fraud detection systems covering streaming architectures, Graph Self-Attention Transformers, and production implementation.
Bayesian Mechanistic Interpretability
Enhanced v2: Explore Bayesian inference for neural circuit analysis with interactive posterior distributions and validation checks.
Sym9 & SNFT Explorer
Unified explorer combining Sym9 symmetry group transformations and the Stochastic Numerical Flow Transformation (SNFT) 5-Digit framework with interactive visualizations.
Dynamical Systems Explorer
Unified interactive exploration of universal scaling laws, numerical attractor descent curves, convergence dynamics, and the mathematics of complex systems.
Math
The Science of Convergence
Interactive exploration of universal scaling laws, Numerical Attractor Descent Curves (NADCs), and the mathematics of convergence in dynamical systems.
Matrix Visualization Lab
3D linear algebra explorer with interactive matrix transformations, eigenvector visualization, and animated interpolation between transforms.
Boolean Function Explorer
Interactive tool for analyzing Boolean algebra and logic gate operations.
Sphere, Cylinder & Hypersphere Explorer
Interactive geometric visualization of spheres, cylinders, and hyperspheres in multiple dimensions.
Voltic Pile Simulator
Interactive electrochemistry simulation exploring early battery design and electrical theory.
Algebraic Flow
Interactive equation solver with Play-Doh math manipulatives, proof logging, and constellation backgrounds.
Tools
Writing Studio
Unified writing workspace: Prose Trainer and Flow Writer side-by-side. Warm up with genre drills, send your best passages directly into a scene, and analyze draft selections for fog, sensory density, and kinetic verbs — all without switching tabs.
Prose Trainer
Genre-optimized writing practice with real-time analysis of readability, sensory balance, and kinetic density. Level up your prose with targeted feedback.
Flow Writer
Narrative writing tool with story branching, timeline visualization, sprint engine, voice-to-text, AI assistant, and universe dashboard.
Write Paradigm
Advanced writing assistant and content organization tool with structured composition features.
Creative
Education
Advanced Python CS
Comprehensive computer science curriculum and interactive Python programming environment.
CLI University
Interactive command-line interface learning environment for mastering CLI tools.
CompTIA Study Guide
Comprehensive study materials and practice tests for CompTIA certifications.
Python Function a Day
Comprehensive Python learning platform featuring 100+ functions from standard library and third-party packages. Includes interactive code playground, progress tracking, and curated learning paths.