Projects

An interactive 3D influence network mapping every film that fed into Kill Bill — and every film it spawned. 200+ nodes, live force simulation. Built with React, Three.js, and TMDB.

Every show I've attended since 2007, reconstructed from Spotify history, Google Calendar, and purchase records. Concerts as data. Data as autobiography.

Automated pipeline that converts agentic session traces into cyberpunk HUD infographics. D2 diagram generation + Gemini orchestration + Python rendering. Proves 12-minute agentic labor vs 6-hour manual work — visually.

Swipe on job postings. Energizing or draining? A dead-simple decision tool built mid-search to cut through analysis paralysis. React + Framer Motion.

Automated AI music production pipeline. Prompt engineering → Suno API generation → metadata archiving → cover art → YouTube upload. Built to manufacture a personal discography for Dean and Ruby before they're old enough to be embarrassed by it. 65+ songs shipped.

Multi-platform data engineering pipeline that ingests exported data from 6 communication platforms, deduplicates across sources, scores relationship strength via interaction frequency and recency, and generates a tiered priority dashboard. 4,000+ contacts processed.

A dad-built AI character creator for toddlers. Upload a photo, generate a character, make a comic strip. Powered by Google Gemini. 10,000+ generations and counting.

Chrome extension that helps ADHD brains track energy levels, maintain priority alignment, and break out of hyperfocus spirals — via gentle check-ins from "Future You."

Offline Paw Patrol episode guide built for Dean. Kid-friendly UI, local video playback via FFmpeg, Ryder messages for every episode. Never use the internet for bedtime again.

A map of San Francisco's whimsy — painted pianos, mystery doors, hidden staircases, fog-themed installations. Interactive data visualization of the city's weird and wonderful.

Enterprise-grade multi-channel AI gateway routing messages across Discord, Slack, WhatsApp, Telegram, and more. Plugin architecture, multi-model routing with fallback strategies, CLI + SDK. My daily AI orchestration infrastructure.

Agentic pipeline to semantically index a decade of home videos using CLIP embeddings and Apple Silicon MPS acceleration. Natural language search ("baby laughing") + auto-compiled highlight reels via FFmpeg. Zero manual tagging.

Model Context Protocol server exposing Gmail as resources for LLMs. Compose, search, label, and manage email via Claude Desktop integration. Part of my personal AI stack for inbox management.

Monthly AI intelligence brief distributed to Equifax leadership. Curated 60+ articles per edition, built a Python + Perplexity pipeline to fetch and score content, added ElevenLabs TTS narration. 6 editions produced covering AI in financial services, model governance, agentic commerce.

Applied data science to my own social graph. Queried iMessage SQLite database, Facebook Messenger exports, Google Voice records, and call logs across 71 contacts. Mapped reciprocity patterns, identified communication modes, found the "late summer dropout" phenomenon.

Agentic pipeline that converts screen recordings of presentations into structured Markdown research documents. FFmpeg extracts frames, SSIM deduplication removes near-duplicates, Claude Vision reads slides and synthesizes into structured notes.

Three-bot Discord orchestration system (Lisa, GrayBaby, Shourik) running on M1 Pro. Each bot has a distinct persona and model (Claude, Gemini, Ollama). PM2 process management, multi-agent task routing, local fallback strategy.

Centralized AI model routing proxy with automatic fallback across Gemini, DeepSeek, Claude, and local Ollama. Handles rate limits, budget caps, and provider outages transparently. Every AI tool in my stack hits this before going to the cloud.

Swift CLI that hooks into Superwhisper voice recordings and executes intelligent actions — text insertion, URL opening, AppleScript, Shortcuts triggers. Voice-to-macro bridge for the dictation-first workflow. Brew-installable.

Face recognition pipeline using InsightFace to identify people across a decade of family photos. Writes metadata back via ExifTool and maintains a SQLite identity database. Built to make a 30,000-photo archive actually searchable.

Email automation system that replaced a $200/year subscription. Analyzed 1,983 labeled emails to build a 10-label taxonomy, auto-labels incoming mail by sender rules, archives smart summaries, and generates daily briefing digests. 90–100% labeling accuracy.

Animated web portal for AI tools and agent orchestration. Built during the Equifax AI Enablement initiative as a primary entry point for internal AI tooling. Next.js 15 app router, Framer Motion animations, deployed on Vercel.

AI news aggregation pipeline powering the monthly AI newsletter. Fetches from Perplexity API, scores articles by relevance and recency, deduplicates across editions, and exports structured CSV/JSON for editorial review. Processed 300+ articles for 6 newsletter editions.

Predecessor to All Roads to Kill Bill. Python pipeline that fetched metadata for 37 films from TMDB, scraped relationships via Firecrawl, and generated a fully-linked Obsidian vault with YAML frontmatter and WikiLink connections. The foundation that became the live 3D visualization.

Chat interface for AI coding agents with real-time SSE streaming, tool execution display, live code diff viewer, and multi-model selection. Built on React 19 + Vite with Zustand state management.

Multi-agent Python pipeline that migrated an entire OneNote notebook to Markdown — 341/341 files exported with 95% fidelity, preserving hierarchy, images, and formatting. Microsoft Graph API + auto-retry + parallel processing + PARA organization.

LLM-orchestrated event discovery and scoring pipeline for Atlanta. Claude writes "Local Expert" descriptions for each event, scoring by personal taste profile. Replaces keyword matching with actual reasoning about why an event would resonate.

A 5-layer cognitive architecture for AI enablement coaching — Identity, Intake, Logic, Workforce, Physical. Built as both a business concept and an operational system for training teams to use AI effectively. The framework that became the AI Enablement business.

Startup concept for an AI-powered mobile app that identifies safe foods for people on specialized medical diets (Low Iodine, FODMAP, gout, renal). Point your camera at a grocery shelf — the app highlights what you can eat. Built a full PRD and validation plan with Shubh.

Used CarEdge, AI negotiation research, and a custom monitoring script to buy a new car — documented the entire process as a repeatable AI-assisted research and negotiation playbook.

Used ChatGPT to build a personal film taste profile from 200+ ratings, then created a structured preference model that generates ranked recommendations with explanations. Tracks mood, genre drift, and blind spots.

Used AI to create a structured parent reference guide from the Little Big Feelings toddler emotion course — then translated it to Russian so Jeannie's family could use it too.

Built a local offline library of meditations and hypnosis tracks from Insight Timer — for travel, dead zones, and getting off the app dependency. Python download pipeline + Obsidian tagging system.

Generated professional headshots using an AI portrait service — uploaded 20 casual photos, got back 100+ studio-quality portraits. Used the output to update LinkedIn, portfolio, and professional presence without a photographer.

Used Claude to write item descriptions, recommend prices, and manage Facebook Marketplace responses — including selling a motorcycle. A Chrome extension handled the message workflow. Claude handled everything that required words.

Built a script to poll the Momence API for sauna availability and fire a Discord webhook the moment a slot opened. Booked immediately. Showed up 3 hours late because the platform had no timezone info. Claude wrote the refund request.

Comprehensive AI-assisted household financial plan — 401K/HSA optimization, credit card consolidation strategy, 3-year income projections, travel budget reallocation, and insurance cost modeling. Built as a living document with quarterly updates and Claude-powered scenario analysis.