I'm a Distinguished Technical Architect on Data and AI at Salesforce with deep roots in data — from wrangling raw datasets to deploying ML models in production. I hold an M.S. in Data Science from Northwestern University and an M.S. in Data Engineering from WGU and bring a rare combination of technical depth and customer-facing consultative experience across the data and AI space.
Before tech, I served in the U.S. Military, which shaped my approach to problem solving: methodical, high-stakes, and mission-first. I'm fluent in English and Spanish, based in Miami, FL, and equally at home in a Jupyter notebook and a customer discovery call.
| 🔭 Building | AI/ML integrations with Salesforce Data Cloud & Snowflake |
| 🌱 Exploring | LLMs, Agent-to-Agent (A2A) protocols, MCP, AI/ML DevOps |
| 💬 Ask me about | Data Science, ML, Data Governance, Analytics Engineering |
| 🌎 Languages | English, Spanish |
| ✍️ Blog | analyticsmadesimple.com |
| 🎖️ Fun fact | Military veteran, oenophile, and permanent resident of the rabbit hole |
Languages
Data, ML & Analytics
AI & LLM Frameworks
Cloud, Platforms & Databases
Frontend & Web
Tools
Published on LinkedIn · More at analyticsmadesimple.com
| Article | Date |
|---|---|
| Data Clean Rooms: Navigating the Future of Privacy and Collaboration | Jan 2024 |
| Data Governance 101 | Nov 2023 |
| ETL vs ELT & Beyond: Choosing Your Data Integration Approach | Sep 2023 |
| Getting Up to Speed on Vector Databases | Sep 2023 |
Auto-updated daily via
blog-post-workflow.
A curated set of work focused on Salesforce Data 360, Agentforce, and MCP. Full repo list on my GitHub.
| Project | What it does |
|---|---|
Horizon — Headless-JDO TypeScript · Next.js · MCP · Claude |
Headless home page for the relationship banker. Claude Sonnet orchestrates Salesforce CRM, Data Cloud, and Tableau Next MCP servers behind a no-navigation, conversation-first UI. |
Data360-Hosted-MCP JavaScript · Heroku · MCP |
Salesforce Data 360 / Data Cloud MCP server with 43 tools across 16 families — Heroku-hosted, dual-transport (SSE + stdio), with read-only and destructive-action guardrails. |
Salesforce-Data360-MCP Python · MCP · ⭐ 1 |
Quick-start setup and demo for implementing MCP against Salesforce Data 360 (Data Cloud) — the reference implementation for the hosted variant above. |
Token-Comparison-Tool Python · FastAPI · OAuth 2.1 |
Benchmark token cost: Salesforce native (sf CLI) vs Salesforce-hosted MCP servers. OAuth 2.1 + PKCE, free-format prompts, PDF export. |
Data360 Financial Transaction Simulator Python · Snowflake · Data Cloud |
Financial transaction simulator with overdraft prevention, balance tracking, and Salesforce Data Cloud / Snowflake integration. |
Salesforce Python · ⭐ 5 |
Long-running grab-bag of Salesforce-related code, snippets, and experiments — most-starred repo on this profile. |
JDO — Jose's Demo Org Salesforce DX · Apex · LWC |
Assets and Salesforce DX projects for demo orgs: LWCs, Apex, flows, docs, and related demos. |
📚 Reference & Learning Repos (click to expand)
| Project | What it does |
|---|---|
| LangChain-Concepts | Reference guide for building LLM apps with LangChain — prompt templates, LCEL chains, agents, tools, RAG pipelines. |
| OpenAI-API-Tutorial | Reference guide for the OpenAI API, Hugging Face Transformers, embeddings, semantic search, ChromaDB, and Pinecone. |
| Python-Data-Structures | Personal reference for Python DS&A — Big O, linked lists, stacks, queues, trees, graphs, sorting, DP. |
| Python-Programming-Concepts | Reference guide for Python — OOP, error handling, testing with pytest and unittest. |
| Git-Tutorial | Personal Git reference — init, branching, merging, remotes, stashing, tags. |
A selection of credentials. Full list on LinkedIn.
🎓 Education
| Credential | Issuer |
|---|---|
| M.S. Data Science | Northwestern University |
| M.S. Data Engineering | Western Governors University |
📊 Data, Analytics & AI
| Credential | Issuer |
|---|---|
| Google Analytics Individual Qualification | |
| Data Scientist with R | DataCamp |
| Data Analyst with R | DataCamp |
| R Programming in Data Science: High Volume Data | LinkedIn Learning |
🛠️ IT & Infrastructure Foundations (click to expand)
| Credential | Issuer |
|---|---|
| MCP — Microsoft Certified Professional | Microsoft |
| MCTS — Windows 7 | Microsoft |
| Exam 413: Designing & Implementing Server Infrastructure | Microsoft |
| IT Operations Specialist | CompTIA |
| A+ | CompTIA |
| Network+ | CompTIA |