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Otomate Labs

Otomate Labs Cloud Automation & Systems

I build systems that deliver. Results you can measure.

I build systems that deliver measurable results. At Castrol (BP), our ETL automation slashed reporting time by 80% freeing dozens of hours every week for the commercial team. At Huawei Cloud, we designed a Text-to-SQL assistant with Zero Trust architecture that achieved 0% SQL injection rate and was prototyped in just 3 days. Every project we touch gets faster, safer, or more efficient.

80% Reporting Time Reduction
35% Cloud Cost Reduction
10-20 Admin Hours Saved / Week
0% SQL Injection Rate
Trusted by teams at

Automation that scales your operations, not your headcount

I help property managers and SMEs eliminate manual processes from guest communication to maintenance coordination to owner reporting. You recover the time, I make sure everything runs 24/7.

Property Management Automation

End-to-end automation for vacation rentals and residential managers. AI-powered guest communication, maintenance routing, and owner reporting that runs without you.

  • AI guest message triage (70% reduction in manual work)
  • Automated rent collection & late notices
  • Owner reports that generate themselves
  • Maintenance request routing & vendor coordination

Process Automation & Integration

I connect the systems you already use and automate the repetitive work between them. No more copy-pasting data, manual follow-ups, or spreadsheet chaos.

  • n8n workflow automation
  • API integration & middleware
  • ETL pipelines (SAP, Google, custom)
  • Document generation & approval flows

AI & Business Intelligence

LLM-powered systems that classify, respond, and decide. From guest message triage to predictive dashboards AI that works for you, not the other way around.

  • LLM integration (OpenRouter, local models)
  • Predictive dashboards & forecasting
  • Text-to-SQL with Zero Trust security
  • AI agents with human-in-the-loop

Infrastructure & Hosting

I don't just build your automation I host it, monitor it, and maintain it. Your systems run 24/7 on my infrastructure with backups, alerts, and SLA-backed response times.

  • Proxmox VE & cloud deployment
  • 24/7 monitoring & alerting
  • Automatic backups & disaster recovery
  • Zero Trust security (Cloudflare Tunnels)

Results we deliver

Real systems, real companies, measurable impact. Each project below includes time saved, cost reduced, or risk eliminated.

Automation BI Data Engineering

Automatización de Pipeline ETL y Business Intelligence

Built an ETL pipeline that cut SAP ERP reporting time by 80% from days to minutes. Enabled monthly sales forecasting with +/- 15% accuracy, preventing stockouts for a Fortune 500 supply chain.

80% time reduction Power BI · Power Query · SAP
View case study →
Huawei Cloud AI Security

Asistente Text-to-SQL Seguro con LLMs

Designed a Text-to-SQL AI assistant protected by Zero Trust architecture. Achieved 0% SQL injection rate and delivered a working prototype in just 3 days.

0% SQL injection rate Llama 3.1 · GaussDB · RBAC
View case study →
Infrastructure ZTNA Networking

Arquitectura Zero Trust y Virtualización

Zero Trust homelab on constrained 4C/8GB hardware. Proxmox VE + Cloudflare Tunnels eliminated 100% of port exposure while running multiple services behind a single entry point.

100% port exposure eliminated Proxmox · Cloudflare · Nginx
View case study →
Software Engineering CRM Social Impact

Sistema de Gestión (CRM) a Medida para ONG

Custom CRM for Mi Valedor NGO that automated beneficiary tracking, workshop management, and sales reporting saving 10-20 hours of admin work every week.

10-20 hrs saved/week PHP · WordPress · RBAC
View case study →
AI Automation Property Management

AI Agent for Short-Term Rental Operations

End-to-end n8n workflow automating guest message triage and response suggestions for short-term rental managers. AI classifies and prioritizes messages with human-in-the-loop for critical actions.

70% reduction in manual triage n8n · OpenRouter · Webhooks
View case study →
Automation Inventory No-Code

Low-Friction Inventory & Procurement Automation

Deterministic n8n workflow using Google Sheets as visual state management for non-technical users. Self-sustaining system requiring zero technical maintenance.

0 hrs technical maintenance n8n · Google Sheets · Forms
View case study →
Cloud AI Infrastructure

Cloud-Native AI Orchestration & API Integration

Hybrid cloud-local AI system running local LLMs on GCP Compute. Intelligent routing between local and external models reduced token consumption by 30-45% while enhancing data privacy.

30-45% token reduction GCP · n8n · Node.js · Firebase
View case study →
Security AI Automation

Real-Time Cybersecurity Traffic Analysis

Local AI model performing deep packet inspection on real-time traffic. n8n + Python workflow generates personalized client reports, scaling across multiple clients without additional headcount.

3x client capacity GCP · n8n · Python · Local AI
View case study →
Automation Documents CRM

Automated Client Proposal Generation

Form-triggered system dynamically generating personalized PDF proposals with legal scope, auto-calculated pricing, and payment links. Integrated with Notion/Airtable for pipeline management.

40% faster proposals n8n · Notion · Airtable · PDF
View case study →

More work worth mentioning

Serverless SIEM Huawei Cloud

Integración Serverless SIEM vía OBS Logs

Event-driven architecture using Huawei Cloud FunctionGraph to ingest database audit logs into Splunk/Wazuh SIEMs. Batch processing cut ingestion costs while maintaining real-time alerting on security events.

FunctionGraph · OBS · Splunk
n8n OSINT Automation

Orquestación Empresarial y OSINT

n8n workflow automating inventory management in Google Sheets eliminating manual data entry. OSINT pipeline using Apify for lead extraction and Perplexity API for hyper-personalized outreach at scale.

n8n · Apify · Perplexity API
Web Dev Education

Course Management System

Full-stack web app that cut course registration from hours to minutes and saved professors 5+ hours per week on grade tracking and student communication.

JavaScript · Node.js · SQL

Built for automation, proven in production

Automation & Orchestration

n8n (Advanced) Workflow Design API Integration Webhooks ETL Pipelines Document Generation Approval Flows Error Handling

AI & LLM Integration

OpenRouter Local LLMs (Ollama) Prompt Engineering AI Agents Human-in-the-Loop Text-to-SQL Message Classification Cost Optimization

Data & Business Intelligence

Power BI Power Query (M) SQL (MySQL, PostgreSQL) Python (pandas) SAP ERP Integration Data Modeling Forecasting Dashboard Design

Infrastructure & Security

Proxmox VE Docker / LXC Cloudflare Tunnels Zero Trust (ZTNA) Nginx Proxy Manager Linux Administration Backup & Recovery 24/7 Monitoring

Cloud & DevOps

Google Cloud Platform Huawei Cloud Serverless (FunctionGraph) REST APIs Node.js / TypeScript Python Git / GitHub CI/CD Basics

Client Delivery

Bilingual (EN/ES Native) US Citizen Technical Consulting Incident Management (ITIL/SLA) User Training Documentation Client Relations Agile / Sprint-Based
n8n OpenRouter Python Power BI Proxmox VE Cloudflare Node.js SQL Docker Google Cloud Linux REST APIs

Your automation partner, not just a vendor

I don't just build and disappear. I'm your long-term partner in automation, growing with your business from first workflow to full-scale operations.

01

Audit & Discovery

I dive deep into your operations, mapping every manual process, bottleneck, and pain point. We define clear success metrics together so we know exactly what we're aiming for and can measure ROI from day one.

02

Strategy & Design

I design the automation architecture tailored to your stack and business goals. This isn't generic templates. It's a custom blueprint built around your specific workflows, with clear priorities and a roadmap for scaling.

03

Build & Integrate

I build the automation workflows, connect your existing systems, and test everything rigorously. You see working increments every week, not just progress reports. We iterate together until it's exactly right.

04

Launch & Train

We go live together. I train your team, document everything, and stay hands-on during the transition. No throwing code over the wall. I make sure your team is confident and the system is running smoothly.

05

Monitor & Optimize

This is where most vendors disappear. I don't. I monitor your workflows 24/7, track performance metrics, and continuously optimize. If something breaks, I fix it. If something can be better, I improve it. This is my retainer commitment to you.

06

Scale & Expand

As your business grows, your automation grows with it. We identify new opportunities, build additional workflows, and expand your automation ecosystem. I'm not just maintaining what we built. I'm helping you scale to the next level.

I share insights about automation, cloud infrastructure, and business intelligence on LinkedIn. Follow me for real-world case studies and technical deep dives.

Founder & Lead Engineer Otomate Labs

Let's build something together

Ready to automate your operations? Book a discovery call and we'll map out a solution tailored to your business.