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Gontzal Bilbao

projects

What I have built and run.

Professional work, own projects and labs. Each one covers the starting point, what I did, how, and the outcome.

Articles, projects and cheatsheets are written in Spanish.

13 projects
ai · gcp own project

Conversational agent (hackathon)

An agent built with Google ADK and Gemini on Vertex AI, with MongoDB’s MCP Server and vector search.

google adkgeminivertex aimongodb atlascloud run
ai · aws professional

A platform for an AI service

An AI service deployed by hand on a single machine, turned into three environments in code, with automated deployment and no keys.

terraformpackercodedeploygitlab ci/cdsecrets managerbedrock
finops · aws professional

FinOps by inventory

Real inventory cross-checked against Terraform to detect drift, plus a savings backlog prioritised by risk.

terraformcost explorerec2ebsrds
platform · aws professional

API overload analysis

CloudWatch, load balancer logs and p95 to find the bottleneck with data, not intuition.

cloudwatchalb logss3python
platform · aws professional

Reproducible, keyless bastion

An SSM audit to inventory services, crons and secrets, and bring the bastion into Terraform.

ssmec2terraformsecretos
ai · — own project

PymePulse

A SaaS for small businesses combining AI marketing, sales analytics and cybersecurity in one workspace.

next.jstypescripttailwindinsforgevercel
data · aws lab

Querying MySQL backups without restoring them

Query historical data straight from the .sql.gz files, without spinning up a database.

step functionslambdafargateglueathenaterraform
platform · aws lab

Automated AWS infrastructure

A multi-tenant architecture deployed with Terraform, with dynamic scaling and optimised cost.

terraformlambdaeventbridges3rds
data · aws professional

Multi-tenant DWH to Power BI

ETL with SSIS, a SQL Server data warehouse on AWS and Power BI reporting for the business.

ssissql serverpower biaws
data · aws lab

Low-cost serverless ETL

Glue, Athena and S3 in three layers, reproducible end to end with Terraform.

glueathenas3lambdaterraform
finops · aws professional

AWS cost optimisation

The cloud bill down 31% in two months, by consolidating databases and storage and switching off what nobody uses.

cost explorerrdss3lambdaeventbridgegraviton