Turning block/goose into an AI SRE Agent
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Software Engineer · AI/ML · Writer
I Build AI Systems, Engineer Backends, and Write About the Craft.
Staff Software Engineer specializing in AI/ML systems, Python backend development, and site reliability. I transform unstructured data into structured intelligence.
What I Do
I specialize in building production AI platforms, robust backend services, and reliable cloud infrastructure.
AI & ML Systems
LLMs, agentic architectures, RAG pipelines, LangGraph. I build AI applications that move from prototype to production — fine-tuning models, orchestrating agents, and designing retrieval systems.
Backend Engineering
Python, FastAPI, distributed systems. I design and build robust APIs and backend services optimized for performance, reliability, and long-term maintainability.
Cloud & Infra
AWS, Docker, Terraform, CI/CD. I automate deployments, containerize applications, and build infrastructure as code that teams can operate and trust.
Site Reliability
Observability, performance, production operations. I keep distributed applications running reliably — monitoring, incident response, and system resilience.
From My Posts
Insights on AI systems, backend engineering, DevOps, and the craft of building software that works.
Why I Love Using Nix for All My Projects
Stop wasting time configuring environments. Learn how to use Nix Flakes and uv to automate your d...
Multiples Postgres databases in one service with Docker Compose
A practical approach to running multiple PostgreSQL databases in a single Docker Compose service ...
Selected Work
Roles where I have made a meaningful impact.
Staff Systems & Software Engineer, AI/ML Team
Aviva — Aug 2025–Present
Building AI and ML systems, including agent-based workflows, LLM fine-tuning, and MLOps pipelines to move AI applications into production reliably.
Senior Software Engineer | Python & Site Reliability Engineer
Globant — Jul 2023–Aug 2025
Designed and developed robust APIs using FastAPI for optimal performance and efficient HTTP request handling. Worked across backend engineering and site reliability, operating distributed applications in production.
Technical Lead
Crehana — Jul 2022–Dec 2022
Led engineering execution across backend and platform initiatives, helping teams deliver reliable systems and move faster with clearer technical direction.
My Projects
Products I am building and open-source tools I maintain.
Product
Rento
AI Platform
AI-driven tenant validation platform that analyzes financial statements and documents to evaluate rental risk using LLM-powered document processing.
Product
Structy
AI / Data Pipeline
Platform that converts PDFs and documents into structured JSON using LLM pipelines and retrieval architectures. Built with RAG, LangGraph, AWS, Python, and ADK.
Open Source
docker4sylius
Docker · E-Commerce
Docker-based development environment for the Sylius e-commerce platform. Reproducible local setup with containers for PHP, Nginx, and MySQL.
Open Source
drupcker
Docker · CMS
Dockerized development environment for Drupal. Containerized workflow for local development, testing, and CI/CD integration.
About Me
I design and build AI-powered systems that transform unstructured data into structured intelligence. I studied Philosophy — which shaped how I think: clearly, carefully, and with attention to first principles — before spending over a decade building software professionally.
Today my work sits at the intersection of software engineering, site reliability, and AI/ML systems. I care about building software that is not only functional, but maintainable, observable, and commercially useful.
Let's Work Together
I am open to consulting projects, technical collaborations, and interesting problems. If you think we could be a good fit, I would like to hear from you.
Start a conversation