Grupo Frio Operations Platform
Internal tools for logistics, sales, administration, and field operations connected to ERP workflows.
Tech builder + applied AI research
Sebastian Cervera Maltos
I build software, automation, and AI-enabled systems for real operational problems: ERP workflows, internal tools, mobile apps, PWAs, and research prototypes that can become products.
Selected work
Products, systems, and technical work with business context.
PWA, Odoo, Next.js, Flutter
Odoo Custom Workflows
Custom modules and integrations across HR, inventory, sales, and operational processes.
AI + Automation Workflows
End-to-end automations that connect business systems, messaging, AI tools, and internal processes.
OCI MyToDoList Workshop
React CRUD app with a Helidon REST API, Docker, Terraform, Oracle Wallet, and OCI CI/CD.
What I build
Practical software for teams that need operations to move.
Next.js and React product sites
Flutter and mobile operations apps
Odoo modules and ERP integrations
PWA admin tools and dashboards
n8n automations and AI workflows
Cloud, deployment, and server setup
Applied AI / research
Research that stays close to reproducible systems.
Bank Account Fraud Detection
Evaluation of machine learning methods on the BAF suite, focusing on tabular data, imbalance, temporal shift, and fairness metrics.
MP-GCN Playground Scene Understanding
Skeleton-based group activity recognition using pose tracking, object-aware graphs, and privacy-preserving AI for public playground scenes.
Experience
From ERP consulting to product engineering and AI operations.
I have worked across Odoo consulting, custom software, deployment, automation, infrastructure, and technical enablement for companies building or improving their digital operations.
2025 - PresentHead of Technology & AI, Grupo Frio
2024 - 2025Software Developer Manager, Grupo Veniu
2023 - 2024Freelance Full-Stack Developer
Stack
PythonJavaScriptTypeScriptSQLNext.jsReactFlutterOdoon8nBotpressFirebaseMongoDBOCIGoogle Cloud
Contact
Have an operations problem, product idea, or AI prototype?
I can help shape, build, and deploy the first useful version, then keep improving it with the team.