I'm a software engineer from Cali, Colombia, who enjoys taking an idea all the way to production: designing the architecture, writing the code on both ends, and running it in the cloud. Most of what I build today sits where AI, cloud and data meet — LLM agents that actually solve a problem, backends that stay reliable, and data pipelines that turn raw records into something useful.

• I like shipping products real people use, and measuring whether they help.
• I use LLMs where they add value, keeping cost, reliability and observability in check.
• Currently exploring agentic systems, RAG and distributed data processing with Spark.

CIO — WhatsApp AI Job Assistant A conversational assistant that helps people with their job search on WhatsApp. 2,400+ users.	Almia — AI Hiring Platform Hiring platform with an AI recruiting agent and a RAG talent pool.
Retail Transactions Lakehouse Medallion lakehouse with PySpark and Spark MLlib over 1.1M grocery transactions, with a Streamlit dashboard.