Google Cloud Architect & Generative Systems Designer

Engineering High-Art Cloud Infrastructure & Generative Intelligence.

I design resilient, zero-data-leakage cloud systems, sovereign multimodal RAG architectures, and autonomous agent networks. Beyond systems engineering, I approach infrastructure as an art formβ€”bridging distributed computing, generative video & image synthesis, and precision physical craftsmanship.

TC

Tomas Campabadal

Enterprise AI & Cloud Architect

Technical Biography

As a Google Cloud Architect and Creative Technologist, I specialize in transforming complex distributed computing challenges into elegant, deterministic infrastructure. My work spans enterprise-scale Vertex AI deployments, sovereign BigQuery vector search architectures, and multi-agent coordination systems with zero data leakage.

I believe modern engineering demands both rigorous mathematical precision and artistic intuition. Whether optimizing token throughput on Cloud TPUs, choreographing generative diffusion pipelines with Imagen and Veo 3.1, or designing robotic telemetry at the hardware edge, every system is crafted for performance, aesthetic economy, and longevity.

Professional Certifications

Google Cloud Professional Cloud Architect
Full-Stack Enterprise Cloud Infrastructure
Professional Data Engineer
BigQuery, Streaming Pipelines & Data Meshes
Professional Machine Learning Engineer
Vertex AI, Model Serving & MLOps Governance
Model Armor & Security Specialization
VPC Service Controls & Confidential Compute

Selected Milestones & Engineering Trajectory

2025 β€” PRESENT

Enterprise AI Cloud Architect & Advisory

Advising enterprise CTOs and high-growth engineering teams on sovereign Vertex AI infrastructure, Agent Development Kit (ADK) multi-agent pipelines, and cloud billing kill-switches.

2024 β€” 2025

Generative Multimodal Systems & Sovereign RAG

Architected sub-100ms enterprise knowledge retrieval engines leveraging BigQuery Vector Search and Gemini multimodal reasoning protected by VPC-SC perimeters.

2023 β€” 2024

High-Throughput Distributed Model Serving

Engineered open-weight model serving clusters on GKE Autopilot utilizing vLLM, Kueue priority queueing, and Ray orchestrating Cloud TPU fleets.

Core Domains & Creative Engineering

// Blending distributed infrastructure, generative media synthesis, and physical craft

Topology Blueprint // Screenshot
Distributed Systems

Sovereign Multimodal RAG

Designing sub-100ms vector retrieval networks using BigQuery Vector Search and Vertex AI Embeddings within strict VPC-SC security perimeters.

Vertex AI BigQuery Vector VPC-SC
Generative Video // Veo 3.1
Generative Media

Video & Visual Synthesis

Choreographing automated generative pipelines for cinematic video and photorealistic rendering using Google Veo 3.1 and Imagen diffusion models.

Veo 3.1 Imagen 3 Diffusion Pipelines
Agent Protocol // A2A Spec
Agentic Coordination

ADK Multi-Agent Architectures

Implementing autonomous, self-healing agent pipelines with Google Agent Development Kit (ADK), stateful Memory Banks, and Agent-to-Agent (A2A) protocols.

Google ADK A2A Protocol Memory Bank

Specialized Portals & Future Projects

// Click any module to open its dedicated view β€” address bar remains strictly campabadal.com

● Active Sub-Site

Case Studies

Detailed architectural write-ups on production zero-leakage RAG, TPU serving, and FinOps kill switches.

Explore Blueprints
● Active Sub-Site

Digital Representative

Interactive multimodal AI terminal plus telephony voice API hotline preview for live consultation intake.

Launch Agent
⏳ Coming Soon

Drone & Robotics Advisory

Autonomous edge telemetry, LiteRT vision models, SLAM, and physical-digital robotics simulations.

View Preview
⏳ Coming Soon

Metalworks

Artisanal precision fabrication, CNC subtractive machining, TIG/MIG welding, and algorithmic sculptural craft.

View Preview

Initiate Advisory Inquiry

// Direct communication channel for cloud architecture and creative engineering

Sub-Site // Case Studies

Production Architecture Case Studies

Field-tested blueprints engineered across enterprise Google Cloud workloads.

Architecture Diagram [16:9]

Zero-Data-Leakage Multimodal RAG

Architected a sub-100ms enterprise retrieval engine using BigQuery Vector Search and Vertex AI Embeddings. Protected by VPC Service Controls with private IP endpoints, ensuring sensitive corporate IP never transits the public internet.

  • SLA: < 95ms p99 Vector Cosine Distance Query
  • Perimeter: VPC Service Controls + CMEK encryption
  • Scale: 12M+ vector embeddings indexed in BigQuery
Agent Network Topology [16:9]

Autonomous ADK Multi-Agent Orchestration

Engineered autonomous multi-agent pipelines leveraging Google's Agent Development Kit (ADK) and Vertex AI Agent Engine. Implemented peer-to-peer Agent-to-Agent (A2A) communications, stateful long-term Memory Banks, and deterministic tool validation.

  • Protocol: A2A JSON-RPC spec with Firestore state backing
  • Memory: Episodic & semantic memory recall < 40ms
  • Reliability: 99.8% deterministic schema execution
Spend Telemetry Graph [16:9]

Automated Cloud Monitoring Spend Kill-Switches

Designed automated budget governance and kill-switch architectures utilizing Cloud Monitoring alerts, Pub/Sub message triggers, and Cloud Run webhooks. Eliminated runaway GPU and slot spending across high-concurrency LLM inference services.

  • FinOps Impact: 62% reduction in unallocated cluster spend
  • Response Time: < 15 seconds from threshold breach to kill
  • Cost Attribution: Token-level per-department telemetry
Sub-Site // Digital Representative
Telephony Voice API Hotline // In Development

Call Tomas's Digital Voice Representative

Powered by Vertex AI Gemini Live API, Dialogflow CX, and real-time SIP telephony. Prospective enterprise clients will soon be able to dial a dedicated hotline to speak directly with an ultra-low latency conversational agent to discuss architecture requirements, availability, and engagement formats.

Dedicated Voice Hotline
+1 (800) CAMPABADAL
Telephony Gateway: Provisioning in Next Phase
tomas-agent@campabadal.com:~$ ./interact.py
// System initialized: Gemini 1.5/3.6 Flash Knowledge Engine.
Tomas AI: Greetings. I am Tomas Campabadal's Digital Representative. Ask me about Tomas's Google Cloud architecture expertise, production RAG benchmarks, generative video synthesis with Veo, or advisory formats.
Background & Expertise
Enterprise RAG
VPC-SC Data Privacy
Advisory Formats
FinOps Optimization
Sub-Site // Drone & Robotics
COMING SOON β€” FLIGHT TELEMETRY & EDGE COMPUTE

Drone & Robotics Advisory

Bridging high-performance Google Cloud AI with edge hardware robotics, autonomous aerial telemetry, and real-time computer vision inference.

LiteRT & On-Device Vision

Deploying sub-watt quantized vision models directly on autonomous micro-controllers and UAV flight computers.

Visual SLAM & Navigation

Integrating real-time spatial mapping, sensor fusion, and GPS-denied autonomous navigation routines.

Aloha Sim & Physics Testing

Simulating robotic dynamics and hardware-in-the-loop kinematics prior to physical deployment.

Sub-Site // Metalworks
COMING SOON β€” ARTISANAL PHYSICAL FABRICATION

Metalworks & Physical Craft

The physical manifestation of engineering logic. Precision metallurgy, algorithmic CNC milling, artisanal TIG welding, and sculptural hardware enclosures.

Subtractive CNC Machining

Tolerance-critical aerospace aluminum and steel component milling for custom mechanical enclosures.

Precision TIG & MIG Welding

Structural fabrication blending aesthetic heat-tint control with high-load mechanical integrity.

Algorithmic Metalcraft

Computational geometry applied to tactile metal sculpture and custom physical compute racks.