I'm a former physics educator turned full stack web developer from Los Angeles, CA. I've spent the past year running a web development agency building MVPs for clients. I'm a fan of Ruby on Rails, Ruby LLM, TensorFlow, SQLite, and simplicity.
- 💼 Co-founder of Los Angeles AI Apps. We build web applications with generative AI integration for clients. If you are interested, check us out here!
- 🤖 My focus is in Ruby on Rails, generative AI, computer vision, and natural language processing.
- ✍🏽 I enjoy writing! I've written several articles in Towards Data Science see here. My latest article covers my experience productionizing my film recommendation app using Prefect, Weave, and RAGAS.
- 🔧 I enjoy full-stack machine learning. Currently my favorite tooling is Metaflow or Prefect for orchestration and infrastructure abstraction, AWS Batch for compute, Sagemaker endpoints for deployment, and Weights & Biases for evaluation and monitoring. I also have experience using Streamlit for developing the front-end for an application.
- 🥋 Fun fact: I am a Brazilian jiu-jitsu practitioner. Funny enough I find quite a bit of similarity between the problems I tackle on the mats and the problems I face when developing machine learning applications.
The best way to reach me is via email: ed.izaguirre@pm.me, feel free to reach out for collaboration. My personal website with all of my blog posts linked is at: edizaguirre.com