Gerardo Garcia

AI Engineer / Data Engineer

Houston, TXUS Citizen

I architect and deliver AI systems that move from prototype to production—agents, data pipelines, and guardrails wired to real infrastructure.

AI Expertise

I specialize in transforming complex business challenges into intelligent, automated solutions using cutting-edge Generative AI. My delivery style spans the full lifecycle—from prompt and retrieval design to production deployment of LLM-native applications.

Expect pragmatic experimentation, eval harnesses, multi-agent orchestration, and integrations with enterprise data stacks.

Professional Profile

Innovative AI Product Engineer with deep experience across security, developer tools, and supply-chain use cases. Python-first, cloud-native, and a prompt/RAG specialist focused on production reliability.

Key Skills

End-to-end AI Strategy & Solution Architecture (Cloud, Agentic, Conversational)

C-level Stakeholder Engagement & Consulting

Multi-agent System Integration (Microsoft, AWS, Google AI ecosystems)

Business Development & Market Expansion—Proposal & Alliance Creation

Team Leadership—Cross-functional, High-performance Culture

Budget stewardship—managed multimillion-dollar AI and data portfolios with rigorous ROI tracking

Talent acquisition & workforce scaling—recruited and onboarded 80+ engineers, analysts, and product leaders

Global support operations—designed and deployed follow-the-sun service models across multiple countries

Advanced Data Pipeline Engineering & Governance

MLOps, Model Management, and Ethical AI

Enterprise Application Integration (CRM, ERP, Digital Twin Platforms)

Technical Vision Setting & Innovation Strategy

Tech Stack & Sample Work

Live snapshot of the technologies I work with, paired with sample projects pulled directly from the site catalog.

Agents

10 builds

Field service control tower built with Google's Agent Development Kit

🧰 Google ADK Field Ops Sample

Field service control tower built with Google's Agent Development Kit

28 Nov 2025

🎂 MCP 1st Birthday Sprint

17-day Anthropic + Gradio hackathon with $500K credits and $17.5K prizes

4 Nov 2025

DSPy

1 builds

Conversation history with DSPy

🧩 DSPy

Conversation history with DSPy

22 Sep 2025

Embeddings

1 builds

Generate and inspect embeddings

🧬 Embeddings

Generate and inspect embeddings

15 Sep 2025

Gemini

2 builds

Field service control tower built with Google's Agent Development Kit

🧰 Google ADK Field Ops Sample

Field service control tower built with Google's Agent Development Kit

28 Nov 2025

🌐 Gemini Computer Use Browser

Text-only briefing on Gemini's Computer Use Browser release

7 Oct 2025

Ollama

1 builds

Deep dive on Ollama's multimodal and code-generation refresh

🦙 Ollama's Qwen3-VL & Coding Stack

Deep dive on Ollama's multimodal and code-generation refresh

16 Oct 2025

OpenAI

8 builds

Deep dive comparing OpenAI Codex and Anthropic Claude Code — features, MCP, IDEs, and pricing

⚔️ Codex vs Claude Code: Ultimate Comparison

Deep dive comparing OpenAI Codex and Anthropic Claude Code — features, MCP, IDEs, and pricing

2 Feb 2026

🛡️ gpt-oss-safeguard Launch

OpenAI, ROOST, and Ollama debut an Apache-licensed safety reasoning model with BYO policies

29 Oct 2025

SQL

1 builds

Natural language to SQL

🧠 Query GPT

Natural language to SQL

12 Sep 2025

Leadership & Communication

Cross-functional leadership and mentoring
Translating technical insights for stakeholders
Agile project management and sprint planning
Client relationship management and requirements gathering

Contact

[email protected]

Best for project briefs

Phone

832-594-9644

Direct or Signal

Location

TX / Remote

US Citizen