Jorge.

Core Expertise

I design and build end-to-end data systems, combining data engineering, cloud-native architectures, analytics, and applied machine learning.

Data Analytics & Visualization

Exploring data, identifying patterns, and generating insights through visualization and analytical thinking.

Data Engineering & Pipelines

Design of scalable data flows for ingestion, transformation, and processing across batch and real-time systems.

Cloud Architecture (AWS)

Cloud-native solutions built for scalability, reliability, and modular deployment using AWS and infrastructure as code.

Applied Machine Learning

Applied machine learning for real-world problems, with focus on model performance, evaluation, and robustness.

How I Work With Data

I design data systems as interconnected layers — from ingestion and processing to analytics and intelligent decision-making.

Ingestion

Layer of the data workflow

Processing

Layer of the data workflow

Storage

Layer of the data workflow

Analytics

Layer of the data workflow

ML / Decision

Layer of the data workflow

Tech Stack

Technologies and tools I use across data, cloud, and machine learning systems.

Data

PythonSQLPandasNumPy

Cloud

AWSS3LambdaDynamoDB

Streaming & Analytics

KinesisAthenaGlue

Machine Learning

PyTorch