Emilio Quezada

Hi.

My name is Emilio.

I build AI systems that solve real operational problems.

Junior AI Engineer · Generative AI · Agentic Workflows · LLMs in Production

About me

I grew up in the 1990s watching Napster tear the music industry apart, the same industry I'd spend more than a decade working in.

Training as a musician taught me discipline and the patience to get things right. Later, as an Audio Engineer, my focus sharpened on something more specific: quality lives in the details you almost miss, and routing complex signal chains gave me an early intuition for how interconnected systems behave under pressure.

As an Operations Manager, I led multi-site teams, cut rollout implementation time by 50%, and reduced fault rates by 20%, work that gave me a real understanding of how businesses function and where they break.

Surrounded by the tools reshaping my industry, I made a deliberate decision to stop being the person who uses them and become the person who builds them.

I stepped away and reskilled in Software Development, AI Engineering and I am currently expanding my stack with AWS Cloud Engineering.

I'm now looking for a role where I can work across the full product pipeline, from idea validation to deployment.

Projects

Resonate 🌿

An AI-powered journaling companion designed for mindful reflection. Features mood tracking, empathetic AI insights, and personalized music curation.

Python HTML CSS Flask LLM API LangChain Langfuse

MovieWebApp

The MovieWeb application uses six RESTful routes to manage the full CRUD lifecycle for multiple users. It integrates API data and wraps the content in a high-contrast, digital retro aesthetic.

Python Flask REST API HTML CSS

MasterBlog API

A RESTful Flask API for managing blog posts with CRUD operations, search, sorting, and rate limiting.

Python Flask REST API Rate Limiting SQL

Stack

AI / ML
Generative AI LLMs Agentic AI RAG Multi-Agent Architecture NLP
Frameworks & Tools
LangChain Langfuse Tavily Claude Code n8n
APIs & Models
OpenAI API Gemini API Anthropic API
Languages & Databases
Python JavaScript SQL PostgreSQL ChromaDB Supabase
Full-Stack
FastAPI Flask RESTful APIs Node.js HTML/CSS
DevOps & Tooling
Git GitHub CI/CD TDD VS Code