Giovanni Martinez
- • Database Administrator and AI-enabled Architect with 13+ years across PostgreSQL and open-source ecosystems; creator of iqtoolkit (launched 2025).
- • Focus: query performance, reliability engineering, and privacy-first AI for on-prem and cloud.
- • Location & contact: Ocala, FL • gio@iqtoolkit.ai
- • Links: iqtoolkit.ai •github.com/gmartinez-dbai •linkedin.com/in/gmartinez-dbai •@iqtoolkit
Why iqtoolkit Exists
After more than a decade of manually diagnosing slow queries, building monitoring dashboards, and tuning database performance in production environments, Giovanni recognized a critical gap in the industry: database teams are drowning in metrics but starving for actionable intelligence.
iqtoolkit was created to solve real production challenges—bringing AI-powered insights to database operations without cloud dependencies, vendor lock-in, or privacy compromises. Every feature is built from actual DBA pain points, not theoretical use cases.
The vision: Make AI-powered database intelligence accessible to every operations team—regardless of budget, cloud provider, or infrastructure complexity.
Technical Background
Databases
PostgreSQL, MongoDB, SQL Server, MySQL, Cassandra
Cloud & DevOps
Azure, AWS, Kubernetes, Terraform, Docker, GitOps
AI/ML & Development
Python, Local LLM (Ollama), FastAPI, Apache Airflow
Certifications
Languages
English (Native) • Spanish (Professional Working Proficiency)
My full professional resume:
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Currently building AI-enabled database diagnostics and mentoring teams on PostgreSQL, Kubernetes, and Terraform.
Whether you're interested in contributing to iqtoolkit, exploring collaboration opportunities, or discussing database architecture and AI integration: