Apps & Projects
32 interactive applications and 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 26+ standalone web applications.
repo-tester
GitHub repository safety scanner — detects malicious code patterns, supply chain risks, and repo health issues. Runs three parallel scanners: malicious pattern detection (obfuscation, backdoors, credential theft), supply chain analysis via OSV database, and repo health metrics. v2.0.1 on PyPI: pip install repo-tester.
32 projects found
AI/ML
Understanding Layer — Agent Trace Viewer
Interactive explorer for a real gpt-4.1 SWE-agent trace (46 events from MIRAGE-Bench). Phase-segmented timeline with type/actor filters, full-text search, a trace-analytics dashboard, per-event commentary, causal-chain highlighting, error-chain grouping, a guided tour, keyboard navigation, and dark/light themes — all framework-free static JS.
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.
Attn Flow
Browser-native attention flow visualizer — watch probability mass move through GPT-2's residual stream in real time. Particle simulation shows token competition at each layer, color-coded by token identity. Ported from a C terminal tool; no install required.
The Frequency Prior Explorer
Interactive companion to the Frequency Prior research series. Walk the Resolution Ladder (attention heads → directions → SAE features), run simulated causal interventions built from real measured GPT-2 data, trace per-country logit-lens trajectories, and browse verified Paper 5 findings with plain-language explainers. React + Recharts.
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.
Calculus Flow
Interactive calculus visualizer with 5 modes: Riemann sums (animate n→∞), tangent and secant lines, area under curves, Fundamental Theorem (Big Idea cinematic), and epsilon-delta limits. Intuitive tooltip layer throughout.
Tools
repo-tester Security Scanner
Interactive TUI security dashboard for GitHub repositories. Enter any GitHub URL to scan for malicious code patterns, supply chain vulnerabilities, and repo health issues. Features boot sequence animation, findings table, severity bars, and contextual security insights.
AST Protocol v2.0
Enhanced Python AST code explorer with cognitive complexity scoring, OWASP-aligned security scanning (SEC-001 through SEC-009), dead code detection, deprecated module warnings, and modernization hints. Runs in-browser via Pyodide — no install required.
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
CONVERGENCE
An AI has been reading your files. It has questions. A terminal-based interactive narrative with live mech-interp concepts woven into the interrogation.
Chroma Echo Visualizer
Audio-reactive visual experience with chromatic wave patterns and dynamic color synthesis.
Sphere Chat Interface
3D spherical chat interface with immersive user experience.
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.