01
AI in your product
LLM- and agent-powered features that reach production and stay: architecture, evaluation, cost and maintenance.
What we can work on
- Use case and architecture
- Implementation, evaluation and cost controls
Luis Miguel GilAvailable for projects & advisory
AI & DevOps Consultant · Fractional Tech Advisor
I bring AI to your product and your team, and make your infrastructure scale.
Senior technical judgment without hiring a CTO. 10+ years as an SRE/DevOps and Backend engineer at startups and scale-ups.
- 10+ years in SRE/DevOps
- Ex-Voicemod · Ex-Landbot
- EU Patent — Sanberry Cam
I've worked with
- Voicemod
- Landbot
- Cloudversia
- MindDen
- SAITOW AG
- Finametrix
From problem to product
Personal projects where I put the engineering, AI and technical judgment I bring to consulting into practice.
Talaia
ActiveTalaia —Valencian for watchtower— turns official data sources into a per-town flood-risk traffic light for the area hit by the DANA floods of October 2024.
CivicTechReal timePWA
Read case study
Roostwood
ActiveA configurator for custom wardrobes for carpentry workshops: real-time 3D design, automatic quotes and cut lists, and an integrated LLM copilot.
SaaSAI/LLM3D
Read case studyServices
From an architecture decision to implementation. We agree on scope and deliverables before getting started.
02
AI in your dev team
Training and workshops on agentic development for your team: Claude Code, agents in CI, automated PR reviews and mentoring.
What we can work on
- Workshop using the team's code
- Workflow and support for adoption
03
Infrastructure that scales
Kubernetes, CI/CD, observability and cloud cost optimization on AWS/GCP/Azure. Infra that grows without surprises.
What we can work on
- Infrastructure assessment and priorities
- CI/CD, observability and an improvement plan
04
Fractional Tech Advisor
Senior technical judgment without hiring a CTO: architecture decisions, roadmap and ongoing guidance for your team.
What we can work on
- Architecture and roadmap review
- Ongoing decision support for the team
I deliver these services through PopiAI
PopiAI is the team I work with: in-person, hands-on training in AI, agents and Claude Code, plus team enablement across Spain. If any of these services interest you, PopiAI is the way in.
Experience
Experience across products, teams and infrastructure. These are the most recent chapters.
AI & DevOps Consultant · Fractional Tech Advisor· Independent
Consulting and hands-on execution: AI in product (LLMs and agents to production), agentic development adoption for teams (Claude Code) and cloud infrastructure that scales
Cloud, Backend & AI Engineer· Find The Button
Full backend (NestJS + MongoDB Atlas) for Button, a restaurant discovery app on Google Play and App Store; cloud infrastructure from scratch on GCP and AI processes
Senior SRE· Landbot
Critical data migration, SLA implementation, observability redesign and infrastructure refactoring
Tech Stack
Infrastructure
KubernetesTerraformTerragruntDockerHelm
Cloud
AWSGCPAzureEKS/AKS
Backend
Node.jsTypeScriptNestJSPythonGoDjangoJava/Spring
AI & Agentic Dev
Claude CodeAgents / LLMsAI IntegrationsMLOps PipelinesModel Deployment
Observability
OpenTelemetrySRE PracticesSLOsIncident Management
CI/CD
GitLab CIAzure PipelinesGitHub Actions
Frontend
ReactNext.jsTailwind CSS
Data
MongoDBRabbitMQSQL
What do you need to solve?
Tell me what you're working on, what's getting in the way and what you'd like to achieve. We can then explore how I can help.
Let's talk about your project →