Former Google Cloud Engineer · Cloud Architect & Generative Systems Designer

Engineering High-Art Cloud Infrastructure & Generative Intelligence.

I design resilient, secure cloud systems, sovereign multimodal RAG architectures, and autonomous agent networks. Beyond systems engineering, I approach infrastructure as an art form—bridging distributed computing, generative video & image synthesis, and precision physical craftsmanship.

TC

Tomas Campabadal

Former Google Cloud Engineer · Enterprise Architect

Technical Biography

As a former Google Cloud Engineer, 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 that are inherently secure.

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

Selected Milestones & Engineering Trajectory

MAY 2026 — PRESENT

Independent Cloud Architect & MVP Crafting

Delivering independent cloud architecture services, rapid MVP engineering, and specialized Google Cloud consulting—translating ambitious concepts into hardened, scalable production platforms.

2023 — MAY 2026

Google Cloud Engineer (Google)

Engineered enterprise cloud and AI infrastructure at Google, solving deep technical challenges across distributed systems, Vertex AI, GKE, and modern cloud architecture for top-tier enterprise workloads.

2013 — 2023

Agricultural Drone Pilot & Technical Advisor

A decade of precision aerial operations, multispectral telemetry, edge computing in the field, and technical advisory across large-scale agricultural systems.

Core Domains & Creative Engineering

// Cloud architecture, aerial telemetry, rapid MVP crafting, and creative intelligence

Architecture Blueprint // MVP Scope
Cloud Engineering & MVPs

Cloud Architecture & Rapid MVP Crafting

Translating enterprise Google Cloud engineering discipline into high-velocity execution. Architecting resilient backends, secure multi-tenant microservices, and taking products from concept to working production MVPs.

Cloud Architecture MVP Crafting Google Cloud Enterprise Scale
Field Telemetry // UAV Systems
Aviation & Edge Robotics

Aerial Telemetry & Drone Advisory

Leveraging 10 years of commercial agricultural drone piloting and technical advisory. Integrating multispectral remote sensing, autonomous flight paths, and real-time edge processing for physical operations.

Drone Operations Agricultural Tech Edge Computing Sensor Fusion
Generative Video // Veo 3.1 & Imagen
Generative Intelligence

Generative Media & Creative AI

Choreographing automated generative pipelines for cinematic video, synthetic imagery, and multimodal RAG using Google Veo 3.1, Imagen 3, and generative diffusion models.

Veo 3.1 Imagen 3 Multimodal AI Creative Engineering

Specialized Portals & Future Projects

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

● Active Sub-Site

Case Studies

Detailed architectural write-ups on production secure 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

10 years of aerial flight expertise combined with autonomous edge telemetry, LiteRT vision models, and SLAM.

View Preview
⏳ Coming Soon

Metalworks & Physical Craft

Artisanal precision fabrication, CNC subtractive machining, TIG and laser welding, metal 3D printing (DMLS), and algorithmic structural design.

View Preview

Initiate Advisory Inquiry

// Direct communication channel for cloud architecture, MVP crafting, and advisory

Sub-Site // Case Studies

Production Architecture Case Studies

Field-tested blueprints engineered across enterprise Google Cloud workloads.

Architecture Diagram [16:9]

Secure Multimodal Enterprise 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 engineering background, MVP crafting, production RAG benchmarks, drone advisory, or consulting formats.
Background & Google Experience
MVP Crafting & Consulting
Enterprise RAG & Security
Drone & Aerial Advisory
FinOps Optimization
Sub-Site // Drone & Robotics
COMING SOON — FLIGHT TELEMETRY & FIELD OPERATIONS

Drone & Robotics Advisory

Grounded in a decade of commercial agricultural drone piloting and technical advisory. Integrating high-performance Google Cloud AI with edge hardware robotics, autonomous aerial telemetry, and real-time computer vision inference in demanding field environments.

Commercial Flight Operations & Advisory

10 years of commercial UAV flight experience in agricultural environments, multispectral sensor payloads, and operational regulatory compliance.

LiteRT & On-Device Edge Vision

Deploying sub-watt quantized vision models directly on autonomous micro-controllers and UAV flight computers for real-time field insights.

Visual SLAM, Navigation & Simulation

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

Sub-Site // Metalworks
COMING SOON — ARTISANAL PHYSICAL FABRICATION

Metalworks & Physical Craft

The physical manifestation of engineering logic. Precision metallurgy, algorithmic CNC milling, precision TIG & handheld laser welding, metal 3D printing (DMLS), and sculptural hardware enclosures.

Subtractive CNC Machining & Enclosures

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

Precision TIG & Handheld Laser Welding

High-integrity structural fabrication blending aesthetic heat-tint control with modern fiber laser welding and precision TIG craft.

Metal 3D Printing & Computational Design

Direct Metal Laser Sintering (DMLS), additive manufacturing, and algorithmic structural geometry applied to tactile metal sculpture and custom physical compute racks.