The map

The same map as text — every project with the technologies it uses, the capabilities it demonstrates, and any writing about it. This layer is fully crawlable and works with JavaScript disabled, with a coarse pointer, or with reduced motion on.

Projects

• CiteStreak

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  Greenfield 2026 GEO monitoring SaaS — a tested platform foundation (RLS, append-only credits ledger, Temporal refund saga, replay-safe Stripe) at 24/24 tests.

  demonstratesAI-Visibility / GEOBackend & DistributedLLM-Ops & ObservabilityEvaluation & Reliability
  usesNext.jsDockerPostgreSQLBullMQ / RedisDrizzleGrafanaLokiNestJSOpenTelemetryPinoPlaywrightTemporalFastifyRow-Level SecurityStripe

• BuzzView

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  Production AI-visibility / GEO analytics platform he operates as LLM-ops / reliability engineer — diagnosed the severity-1 silent-alerting blind spot.

  demonstratesAI-Visibility / GEOBackend & DistributedLLM-Ops & Observability
  usesNext.jsPostgreSQLBullMQ / RedisDrizzleGrafanaLokiNestJSOpenTelemetryPinoTemporalPM2

  writing: The five states of AI-answer visibility · The bug that made our alerts lie

• MapleScholar

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  Production nonprofit AI research-discovery PWA — resolve a paper across 7 scholarly APIs, chat in 70+ languages, read as HTML, with a first-class GEO program.

  demonstratesAI-Visibility / GEOFull-Stack (Next.js/React)RAG & RetrievalDomain Verticals
  usesGeminiNext.jsPostgreSQLRAGReactJSON-LDllms.txtVercelFastAPIRailwaySupabase

• GEO Platform Suite (Kala)

  Three-repo R&D-to-product GEO effort — a Next.js 15 + Elasticsearch backend and a sole-authored Python data-quality pipeline running prompts across 7 providers.

  demonstratesAI-Visibility / GEOBackend & DistributedFull-Stack (Next.js/React)
  usesPythonGeminiOpenAINext.jsDockerReactPerplexityClaudeElasticsearch

• GenAI Learning Lab

  Self-directed project-based GenAI program — multimodal RAG, KG-RAG, LangGraph agents — culminating in a working single-user multi-agent Research Assistant prototype.

  demonstratesAgents & MCPRAG & RetrievalMultimodal & Document AI
  usesPythonGeminiLangChainRAGLangGraphNeo4jChromaGroq / Llama

• GenAI GitHub Portfolio

  Five-repo public GenAI portfolio — a LangGraph 5-node Research Agent that ran end-to-end, multimodal RAG, and graph-augmented RAG over SEC 10-Ks in Neo4j.

  demonstratesAgents & MCPRAG & Retrieval
  usesPythonGeminiOpenAILangChainRAGLangGraphNeo4jGroq / Llama

• OER Matching (OERMatch)

  FastAPI + pgvector hybrid (semantic + lexical) RAG spine with evidence-required Gemini reranking — notable for a correct negative-control no_match.

  demonstratesRAG & RetrievalEvaluation & Reliability
  usesPythonGeminiPostgreSQLRAGFastAPINeonpgvector

  writing: Teaching RAG to say "I don’t know"

• PH 2024 — Data & LLM Pipelines

  Multi-version, multi-LLM ETL unifying WhatsApp + Zoom-VTT human-conversation data into one schema, with reversible summarization and an 8-model provider benchmark.

  demonstratesLLM-Ops & ObservabilityEvaluation & Reliability
  usesPythonGeminiOpenAIAWSLangChainPerplexityClaudeGroq / Llama

• CV Maker (FastCV)

  Shipped ATS-first resume-builder SaaS — no-login local drafts, Google OAuth gating, PDF/DOCX/TXT export, a transparent 9-criterion ATS scoring engine.

  demonstratesFull-Stack (Next.js/React)Domain Verticals
  usesGeminiNext.jsPostgreSQLReactVercelNeonPrisma

• OpenClaw Personal Agent OS

  Self-hosted always-on personal agent layer he integrated/operated — offline WhatsApp voice assistant, 8 cron workers, and a 6,277-AI-Overview SERP scrape run.

  demonstratesAgents & MCPAI-Visibility / GEODevOps & Agentic-DevOps
  usesPythonDockerLinuxfaster-whisper

• PH 2024 — Early AI/ML R&D

  Six 2024 exploratory systems — TaskWeaver agent-framework evaluation, an LLM semantic-response cache, a Neo4j medical KG with a GPT-to-Cypher assistant, vision/OCR OHLC.

  demonstratesAgents & MCPRAG & RetrievalMultimodal & Document AI
  usesPythonGeminiOpenAINeo4jChromaOpenCV

• geocheck

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  AI-search brand-visibility checker — a CLI + MCP server shipped with its own eval harness; extractor graded against human labels behind a CI gate.

  demonstratesAgents & MCPAI-Visibility / GEOEvaluation & Reliability
  usesPythonFastMCPMCPGitHub Actions

  writing: The five states of AI-answer visibility

• Guacamoly remote-desktop

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  Self-hosted browser-based multi-user remote desktop on AWS EC2 — Guacamole + XRDP/VNC + a hand-built WireGuard split-tunnel firewall, via an AI-agent-driven migration.

  demonstratesDevOps & Agentic-DevOps
  usesDockerAWSLinuxApache GuacamolenginxWireGuard / nftables

• Hackathons & Self-Study

  Breadth track — a serverless Lambda SEO scraper, a multimodal Gemini subtitle/cultural-lexicon pipeline, applied QLoRA/FSDP fine-tuning, an LLM-as-judge refine loop.

  demonstratesMultimodal & Document AIEvaluation & ReliabilityFine-Tuning & Applied ML
  usesPythonGeminiOpenAIAWSAWS Lambda

• Multi-Client MCP Lab

  A FastMCP/SSE tool server wired to four client surfaces (Cursor, raw SDK, LangChain, LangGraph) plus a custom MIME file-transfer tool round-tripping real binaries.

  demonstratesAgents & MCP
  usesPythonOpenAILangChainFastMCPLangGraphMCP

  writing: One MCP server, four clients

• Project Hamburg Website

  SSR-native nonprofit site re-architected to pass Ad Grants review (3/9 → 9/9), with a bespoke GEO layer and a ~1,124-line in-browser design-telemetry scanner.

  demonstratesAI-Visibility / GEOFull-Stack (Next.js/React)
  usesNext.jsReactJSON-LDllms.txtVercelPlaywright

• GEO Knowledge Base

  Consolidated GEO domain asset — the 8-signal Entity Authority model, 5 Visibility States, mention/citation hierarchy, and an 11-parser normalization layer.

  demonstratesAI-Visibility / GEODomain Verticals
  usesPythonJSON-LDllms.txtAWS Lambda

  writing: The five states of AI-answer visibility

• Off-Hour Automation Suite

  Four independent off-hours sub-projects — a shipped Python Zoom scheduler, an n8n Drive pipeline, a LandingAI PDF agent, and a multi-provider product-intel agent.

  demonstratesMultimodal & Document AIDomain Verticals
  usesPythonGeminiOpenAIPerplexityYOLOv8

• 2025 OCR/API R&D

  Production-grade multi-provider academic-paper intelligence pipeline (4 scholarly APIs, field-level provenance) plus OCR/PDF-structure experiments — 312 enriched records.

  demonstratesRAG & RetrievalMultimodal & Document AIDomain Verticals
  usesPythonGeminiAWS Textract

• PDF-to-HTML Worker

  Secret-authenticated FastAPI microservice converting PDFs to layout-preserving HTML in a pinned Docker image on Railway — SSRF defense, content-addressed caching.

  demonstratesBackend & DistributedMultimodal & Document AI
  usesPythonDockerFastAPIRailway

• AR OCR Camera

  Real-time AR OCR web app — a custom OpenCV motion-stabilization + ensemble text-detection pipeline gating when to fire an expensive GPT-4o Vision call.

  demonstratesMultimodal & Document AI
  usesPythonOpenAIOpenCVFlask

• ZeroHedge Newsletter App

  Statically-exported Next.js financial calendar of sell-side research + macro events — strict TS domain model, a defensive normalization layer, a green GitHub Actions CI.

  demonstratesFull-Stack (Next.js/React)Domain Verticals
  usesNext.jsTypeScriptGitHub Actions

• OnlySPX

  Single-file zero-build S&P 500 dashboard — from-scratch SMA/EMA/MACD/RSI math and a trading-day-aware synchronized pan/zoom engine across three Chart.js panels.

  demonstratesFull-Stack (Next.js/React)Domain Verticals
  usesTypeScriptChart.js

• Paper2Agent (study)

  Studied & reverse-engineered an academic multi-agent system that auto-converts a paper codebase into a FastMCP server — an architectural teardown, not a build.

  demonstratesAgents & MCP
  usesPythonFastMCPMCP

• Resuscitation Health App

  Offline-first clinical resuscitation decision-support PWA — he built the interaction layer (drag-overlay ghost-clone, FSM-driven wheel UI). A training prototype.

  demonstratesFull-Stack (Next.js/React)Domain Verticals
  usesTypeScript

Capability domains

The eleven domains the work spans, each with the projects that demonstrate it — the spine that ties the constellation together.

Agent frameworks

The agentic-assistant frameworks behind the agent work — the specialty that connects the personal-agent and agentic-DevOps projects to the Agents & MCP domain.

• OpenClaw

  Open-source multi-agent orchestration runtime — skill-based, MCP-integrated, local-first. He integrates, extends, and operates it on his homelab.

  powers: OpenClaw Personal Agent OS, Guacamoly remote-desktop

• Hermes Agent

  Nous Research persistent personal assistant — 40+ tools, subagents, a three-layer memory, and WhatsApp/Telegram/Slack gateways. An agentic-assistant reference point.

  powers: OpenClaw Personal Agent OS

Writing

• The five states of AI-answer visibility

  A five-state model for AI-answer visibility and why the mention–citation gap is cheap to measure and expensive to ignore.

  about: BuzzView, geocheck, GEO Knowledge Base

• The bug that made our alerts lie

  A severity-1 observability blind spot: a log-shipping prefix broke level extraction, so "no errors" meant "we stopped seeing errors."

  about: BuzzView

• Teaching RAG to say "I don’t know"

  Two gates — a model-free score floor and an evidence-required reranker — plus a negative control, so retrieval can honestly return "nothing fits."

  about: OER Matching (OERMatch)

• One MCP server, four clients

  Pointing Cursor, a raw SDK client, LangChain, and LangGraph at one MCP server to test "write once, call from any agent."

  about: Multi-Client MCP Lab