Co-founder @ Rizoma | Professor @ IESA & ADEN | AI Product Builder | Data & Organizational Systems Consultant
I build AI-enabled products, learning platforms, analytics systems, and organizational tools that turn complexity into usable capabilities. My work sits at the intersection of data, product delivery, executive education, and organizational change.
20+ yearsacross analytics, consulting, product delivery, and executive education- Advanced practitioner in
Codex,Claude Code,MCP servers, structured outputs, and agentic workflows - Focused on results: diagnostics platforms, AI-assisted SaaS, learning products, dashboards, and internal tooling
| Project | What it does | Stack |
|---|---|---|
web-intelligence-agent private |
Internal web-intelligence platform: monitors URLs, classifies changes, and alerts through an agentic layer over an opaque changedetection.io sensor. |
Python FastAPI SQLAlchemy Pydantic Claude |
sim-decisiones private |
Corporate war-game engine: pure-TS multinomial-logit simulator for organizational decisions with competition and learning effects. | Next.js TypeScript Supabase Vitest Playwright |
planwise-ai private |
SaaS for automatic architectural plan review: multi-model consensus (GPT-5 + Gemini 2.5), traceable arbitration, and parametric normative catalog. | React Supabase Edge Functions Deno OpenAI Gemini |
credicard-business-agility private |
Educational platform for a Business Agility program (regional banking): dashboard, diagnostics, knowledge map, slides, and consultant bot. | Next.js TypeScript Tailwind v4 lucide-react |
iag-101 private |
Generative AI fundamentals course (8h, 4C × Bloom): Next.js platform with simulators, quizzes, and .pptx slides. |
Next.js TypeScript shadcn/ui recharts |
climalab private |
Multi-tenant SaaS for organizational climate measurement in SMBs: survey ops, branded reporting, ONA, and AI-backed insights. | Next.js 16 TypeScript Supabase pg_net OpenAI |
| opsflow | Transforms a static operational toolkit into an auditable AI-assisted improvement workflow. | Next.js TypeScript Supabase Drizzle OpenAI |
mentorhub private |
Mentoring operations platform with AI debriefs, competency tracking, and PDF reporting. | Next.js Prisma Neon OpenAI Claude |
I use Codex, Claude Code, and custom MCP tooling as leverage for shipping end-to-end systems rather than demos. The emphasis is on outcomes: faster iteration, better architecture, stronger automation, and more useful products.
| Project | Description | Stack |
|---|---|---|
cerebro-ds private |
Data Science-focused RAG system: 100+ books, knowledge graph, multi-agent workflows, and DGX Spark deployment with Milvus + vLLM. |    |
vision-mcp-server private |
MCP server for image analysis with multimodal models, running locally or on DGX infrastructure. |  |
Phototext private |
Repo intelligence from URLs and images: detects repositories, retrieves metadata, and produces actionable technical summaries. |    |
| newsletter-digest | Extracts Gmail newsletters, classifies them with an LLM, and sends structured summaries to Notion. |   |
web-intelligence-agent private |
Internal web-intelligence platform with an agentic layer over an opaque changedetection.io sensor; Pydantic Protocols, Alembic, hybrid path documented in ADR-0001. |
   |
| semantic-scholar-mcp | MCP server for the Semantic Scholar API: academic search, citations, and recommendations for Claude Code/Chat. |   |
bamboohr-claude-mcp private |
BambooHR ↔ Claude integration via MCP (reuses evrimalacan/mcp-bamboohr); setup, troubleshooting, and HR-ops use cases. |
 |
whatsapp-bot-rag private |
WhatsApp Business bot with a RAG pipeline for Q&A over a corporate knowledge base. | |
claude-code-setup private |
Production-grade Claude Code configuration: 13 MCP servers, 34 curated skills, 3 security/architecture/quality rules. |  |
revit-mcp-skill private |
Claude Code skill for Revit MCP integration: installs, configures, and manages the Autodesk Revit connection via MCP. |  |
local-ai-enterprise private |
Plug-and-play local AI solution for enterprises — LM Studio + RAG + Apple Silicon, with privacy and cost focus. |    |
yt-tool private |
YouTube tool — transcription and structured processing for research pipelines. | |
| dotfiles | Advanced Claude Code setup with hooks, headless audits, custom commands, and context for agentic workflows. | |
| Project | Description | Stack |
|---|---|---|
climalab private |
Multi-tenant SaaS for organizational climate in SMBs: instrumentation, reporting, ONA, and AI support. |   |
clima-api private |
REST API for organizational climate analysis with clustering and predictive models. |   |
clima-dashboard private |
Analytics dashboard for organizational climate studies with interactive visualizations and longitudinal cuts. Demo |  |
| VoC | Voice of Customer analysis with NLP and clustering. |  |
| pulseorg | Organizational visualization platform with force-directed graphs, word clouds, and team-dynamics analysis. |   |
estudio-clima-towerbank-2026 private |
End-to-end organizational climate study (banking): longitudinal cuts and executive report. |  |
| panama-puente | Graph ML applied to organizational climate (banking) — paper-style writeup for Panamá Puente Digital 2026. |   |
plan-estrategico-LGM private |
Strategic-initiatives dashboard (industrial group): intake, AI-assisted scoring, and executive prioritization. | |
| Project | Description | Stack |
|---|---|---|
| opsflow | Intelligent operations optimization platform: diagnostics, VSM, risks, prioritization, and AI-assisted follow-through. | |
| dama-panama | Official DAMA Panama website with DMBOK v2 study-group registration, admin panel, rate limiting, CAPTCHA, and email confirmation. Live |  |
| pcf-evaluator | Web system for evaluating organizational processes against the APQC PCF framework: maturity scoring (0-5), PDF reports, and process maps. 1,921 elements + 3,910 metrics. Live |  |
mentorhub private |
Organizational mentoring program platform with sessions, objectives, AI-assisted debriefs, and PDF report generation. |  |
sap-gda-kpi private |
KPI tracking system for SAP GDA projects, with period-based evaluations and evidence storage in Vercel Blob. | |
| encuesta-sap | SAP-management survey integrated with the Tally API. |  |
Aurobalance private |
Wellness assessment system for AURA Bio Balance that parses CSV, Excel, and InBody files, computes 14 sub-scores across 5 dimensions, and cuts evaluation time from 45 minutes to under 10. Live | |
MTZ private |
Interactive IT demand-flow visualization system with four coordinated dashboards and sequential/parallel animations. Live |   |
planwise-ai private |
SaaS for automatic architectural plan review (architecture sector): multi-model consensus (GPT-5 + Gemini 2.5), traceable arbitration, and parametric normative catalog. |   |
credicard-business-agility private |
Educational platform for a Business Agility program (regional banking): 3 modules × 24h, 7+ artifacts — dashboard, diagnostics, knowledge map, slides, consultant bot. |  |
mallol-diagnostico-procesos private |
Process diagnostics (architecture firm) — instrumentation, maps, and improvement plan. | |
towerbank-dinamicas-dashboard private |
Workshop dynamics and metrics dashboard (banking). | |
diagnostico-infohogar private |
Operational diagnostics and improvement proposal (real estate), with quantitative analysis and executive report. | |
credicorp-consultive-agile-training private |
Consultive Agile training (regional banking) — training program for consulting teams. |  |
credicorp-po-assessment private |
Product Owner assessment (regional banking) — anonymous Tally form (v3, 18 questions, pre-workshop). |  |
omc-surveys private |
Governance repo for Tally surveys (industrial group) — definitions, deployment, and response analysis. | |
strategic-conversations-survey private |
Two-part Tally survey kit for an executive strategic-conversations program: Part A (live), Part B (draft). Schema-as-code via JSON spec. | |
clickleads private |
Lead-generation and management platform — capture, classification, and routing. | |
parifa private |
Strategic alignment and workshops (education sector) — program design and materials. | |
| Project | Description | Stack |
|---|---|---|
| claude-cert-simulator | Certification simulator for Claude Certified Architect – Foundations, with questions, timer, and scoring. | |
| ml-simulator | Interactive Machine Learning simulator with 15 simulations, theory, and quizzes. | |
| ml-exam | Machine Learning exam simulator. | |
| academia-rizoma | Rizoma Academy — educational platform for Data Analytics, Python, and SQL courses. Live |  |
| plataforma-aprendizaje | Active learning platform with live code execution, assessment, and pedagogical AI assistance powered by RAG. Demo | |
| edu-platform | Educational platform with authentication, course management, and progress tracking. Live | |
| certigen | Certificate generation and validation system with QR codes. Live | |
| kst-course-engine | Course engine based on Knowledge Space Theory, with formal structures for adaptive learning. CLI + REST API. | |
iag-101-fundamentos-ia-generativa private |
Generative AI fundamentals course (8h, 4C × Bloom): Next.js platform with simulators, quizzes, and generated .pptx slides. |
|
sim-decisiones private |
Corporate war-game — pure-TS multinomial-logit engine for organizational decision simulation with competition and learning effects. Vitest + Playwright. |   |
| curso-claude-console | Technical megacourse — zero to Claude Code architect. Covers Messages API, Workbench, MCP, Skills, Managed Agents, Claude Code CLI/SDK, and Admin API. |  |
| ruta-ai-engineer | Professional path for AI Software Engineer — high-quality alternative training, zero cost, 12-18 months. |  |
guia-cowork private |
Interactive workshop guide for Claude Cowork · Rizo.ma — 7 sections: mind map, plugin anatomy, patterns, setup, compare, exercises, maturity. Live | |
live-quiz-realtime private |
Live Kahoot-style quiz for a data-storytelling course: 15 questions across 2 modules, projector + mobile flow via QR. Built on Supabase Realtime (Broadcast + Presence), zero tables. |   |
vibe-coding-deck private |
2-day vibe-coding workshop deck (56 slides, 16 hands-on exercises). HTML + deck-stage.js web component, IBM Plex Sans/Mono, dark dev-tools navy + green accent. |
|
vibe-coding-hub private |
Single-page entry hub for the vibe-coding workshop program — links 2 pre-workshop decks and the main 56-slide deck. Shared CSS for visual continuity across all sites. | |
vibe-coding-pre-a private |
Pre-workshop deck (Track A — Claude Cowork foundations): 48 slides, 8 hands-on exercises. Shared deck-stage.js web component for visual continuity with main deck. |
|
vibe-coding-pre-b private |
Pre-workshop deck (Track B — Claude Code mastery): 55 slides, 10 hands-on exercises. Same deck-stage runtime as main deck. | |
| Project | Description | Stack |
|---|---|---|
| keynote-ia-expotech2026 | Keynote on AI in logistics for EXPO TECH 2026, Panama. 30 dark-mode slides. | |
| gestion-agil-2026-ia-agentica | Talk on agile project management in 2026 with agentic AI. | |
| webinar-ia-nicaragua | Webinar on AI for banking, finance, and insurance in Nicaragua. | |
| bni-roi-presentacion | Compound relational ROI simulator for BNI business networking. | |
webinar-ia-prompting private |
TECNASA U webinar: AI · Prompt Engineering — single-page site with TecnasaU branding. | |
| Project | Description | Stack |
|---|---|---|
| HIM | Environmental data management and analysis, with predictive models for hydrology and energy. | |
| airbnb-pricing-ml | ML model for Airbnb price prediction. | |
| CreditCardFraudPrediction | Credit card fraud detection with classification models. | |
| lfsCreditCard | Exploratory analysis and predictive modeling on credit card data. | |
| ml-research-insights | Analysis of the ML Global Impact Report 2025: country trends, tools, and academic contributions. |  |
| Reto_supermercado | Machine learning model applied to supermarket data. | |
| Practica_Final_NPL | Final NLP project with applied natural language processing. |  |
| DeepLearningWork | Deep learning experiments and projects. |  |
| exploratory-data-analysis-pm25 | Exploratory analysis of PM2.5 emissions using the EPA National Emissions Inventory (1999-2008). |  |
| Project | Description | Stack |
|---|---|---|
| bourbaki-ciencia-de-datos | Full Data Science track from Colegio de Matemáticas Bourbaki, with 49 weeks covering probability, inference, regression, ML, and time series. |  |
| formacion-docente-bi-faces | Faculty development program in Data Science and BI for FACES, Universidad de Carabobo. | |
| ADEN-ML101 | Machine Learning course for ADEN Business School's Master in Big Data & Business Analytics. | |
| 101_Data_Analytics_Rizoma | Introductory Data Analytics course for Rizoma Academy. | |
| 201-Ciencia_de_Datos_Rizoma | Intermediate Data Science course for Rizoma Academy. | |
| data-analytics-course | Complete Data Analytics course with Python: 8 modules, 69 interactive exercises, 4 Colab notebooks. | |
| ADEN-Taller-tecnologia-aplicada | Applied Technology workshop at ADEN University, covering BI, Data Warehouse, Data Mining, and dashboards. |   |
| ADEN-BigData | Big Data course at ADEN Business School. |  |
| PracticaElasticsearchUlisesGonzalez | Elasticsearch practice project for the KeepCoding Big Data & ML Bootcamp. |  |
KeepCoding Bootcamp private |
Big-Data-Architecture, Big-Data-Processing, DeepLearning, Machine-Learning-101, NLP, mlops, Data101. | |
| Coursera — Johns Hopkins Data Science | RepData_PeerAssessment1, RepData_PeerAssessment2, ExData_Plotting1, Getting-and-Cleaning-Data, ProgrammingAssignment2. | |
| Project | Description | Stack |
|---|---|---|
rizo-web private |
Rizoma website. Live | |
ulises-gonzalez-site private |
Personal consulting website. Live | |
| gonzalez-gonzalez-web | Corporate website for Gonzalez & Gonzalez Contadores & Auditores. | |
| mas-control-mas-caos | Landing page for the book "Mas control, mas caos". Live | |
gerencia-funcional private |
Manuscript of the book "Mas control, mas caos": 263 pages, 20 chapters, 7 appendices. |   |
dojo private |
High-impact landing page for Tsuriai Kendo Panama. Live | |
bni-roi-simulator private |
ROI simulator for BNI using a compound relational model. Live | |
| rizoma-ui | Centralized Rizoma design system with shared tokens, components, and styles. | |
| opsflow-demo | Interactive demo: how Rizoma optimizes operations with applied data science. | |
| Project | Description | Stack |
|---|---|---|
| dgx-spark-playbooks | Playbooks for configuring AI/ML workloads on NVIDIA DGX Spark with Blackwell architecture. | |
| razer-datascience-setup | Full Ubuntu workstation setup for Data Science and MLOps with RTX 2070 Super, PyTorch, and TensorFlow. |  |
| datascience | Base environment for AI/DS experimentation with PyTorch CUDA, Transformers, and a modern ML stack. | |
| immich-app | Self-hosted Immich instance for photo and video management. | |
lean-coffee-rizo private |
Lean Coffee facilitation tool for Rizoma sessions. Live | |
wix-site-manager private |
Programmatic Wix site management via API. | |
n8n-configuraciones private |
n8n configurations, deployment plan, and ops notes (DGX Spark + MCP in Claude Code). |  |
Python & Data Science:
Machine Learning & Deep Learning:
AI Infrastructure:
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R:
BI & Visualization:
SQL & Databases:
TypeScript & JavaScript:
Cloud & Infrastructure:
Education: MIT Professional Education (AI & ML) | ADEN (Master Big Data) | IESA (MBA) | UNITEC (Mechanical Engineering)
Certifications: PMP | PMI-ACP | PSM II | PSPO III | ICF ACC | Six Sigma Black Belt | DevOps Leader
Industries: Banking | Insurance | Telecom | Energy | Legaltech
gonzalez.ulises@gmail.com | rizo.ma | LinkedIn | @gonzalezulises