Matías Aguirre
maguirre.dev
Software engineer focused on generative AI and end-to-end web products. Here I share my experience, personal projects and lessons about RAG architectures, microservices and cloud.
Choose a date and time in Google Calendar and send me the invitation. Meeting subject to confirmation.
About me
Hi, I'm Matías Aguirre, a software engineer based in Santiago, Chile with over 7 years of experience. I’m interested in developing AI solutions.
I have hands-on experience building and scaling products with microservices, CI/CD and serverless architectures on AWS and GCP. Lately I've been diving into RAG system design, with a strong focus on orchestration, performance and security.
Areas of experience
Technologies and disciplines from my professional journey.
AI Agents
Design and orchestration of cloud-provider-agnostic AI agents, with governance, traceability and observability throughout their lifecycle.
Cloud Architecture
Multicloud architecture design, container orchestration with Kubernetes and infrastructure as code with Terraform, focused on security, resilience and scalability.
MongoDB
Data modeling, aggregation pipelines, query and index optimization in MongoDB, alongside hybrid and vector search in Atlas.
BigQuery
Analytics models and data pipelines in BigQuery, using SQL, partitioning and clustering to optimize queries, performance and costs.
Cybersecurity
Security by design: API protection, access control, secrets management and vulnerability reviews for applications and cloud environments.
Forward Engineering
From requirements and design to working systems: architecture, implementation, testing and software evolution, with a focus on maintainability and traceability.
Choose a date and time in Google Calendar and send me the invitation. Meeting subject to confirmation.
Latest posts
Recent notes on what I'm learning and building.
No posts published in this language yet. Coming soon.