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Osmin Larreynaga

Data Engineer

Passionate Data Engineer building scalable data pipelines and turning raw data into actionable insights. I thrive on solving complex challenges with cutting-edge tech and collaborative teams.

Bridging the gap between data and decision-making.

My Skills

Here are some of the technologies I specialize in, showcased in a dynamic carousel.

Python logo

Python

SQL logo

SQL

BigQuery logo

BigQuery

GCP logo

GCP

Terraform logo

Terraform

Airflow logo

Airflow

GitHub Actions logo

GitHub Actions

JavaScript logo

JavaScript

Docker logo

Docker

Python logo

Python

SQL logo

SQL

BigQuery logo

BigQuery

GCP logo

GCP

Terraform logo

Terraform

Airflow logo

Airflow

GitHub Actions logo

GitHub Actions

JavaScript logo

JavaScript

Docker logo

Docker

Python logo

Python

SQL logo

SQL

BigQuery logo

BigQuery

GCP logo

GCP

Terraform logo

Terraform

Airflow logo

Airflow

GitHub Actions logo

GitHub Actions

JavaScript logo

JavaScript

Docker logo

Docker

Featured Projects

Here are some of the projects I've worked on. You can filter them by technology.

Neural Characters Canvas
Neural Characters Canvas
Reconocimiento de escritura a mano en tiempo real: dibuja un dígito o letra y dos redes neuronales (MLP y CNN) predicen el carácter al instante, todo en el navegador sin backend. 62 clases, comparación de modelos en vivo.
React
TypeScript
TensorFlow.js
Python
Keras
Vite
Name Gender Detector
Name Gender Detector
Modelo BiLSTM character-level entrenado sobre 82K nombres del dataset SSA (1880–2025) que predice el género de un nombre con confianza. Inferencia instantánea en el navegador con TensorFlow.js — sin backend, 89% accuracy en test.
React
TypeScript
TensorFlow.js
Python
Keras
BiLSTM

Articles & Insights

A collection of my own articles and recommended readings that have influenced my work.

Construyendo Pipelines Escalables con Python
My Article
Osmin Larreynaga

Patrones de diseño y herramientas probadas en producción para crear pipelines de datos que escalen sin romper el banco ni el equipo.

Mi Experiencia Migrando de On-Premise a Google Cloud
My Article
Osmin Larreynaga

Lecciones aprendidas (y errores costosos) al mover una infraestructura de datos legada a GCP, sin interrumpir producción.

Cómo Optimizar Consultas SQL para BigData
My Article
Osmin Larreynaga

Técnicas prácticas de optimización en BigQuery y Snowflake que redujeron costos en un 70% y tiempos de query en un 80% en proyectos reales.

The Unreasonable Effectiveness of Recurrent Neural Networks
Andrej Karpathy Blog

A deep dive into the power of RNNs, showcasing their ability to generate text, from Shakespeare to source code.

Attention Is All You Need
Vaswani, et al.

The seminal paper introducing the Transformer architecture, which has become the foundation for modern NLP models like BERT and GPT.

The Illustrated Transformer
Jay Alammar

A visual and intuitive explanation of the Transformer model, making complex concepts accessible to a broader audience.

Designing Data-Intensive Applications
Martin Kleppmann

A foundational book covering the principles of data systems, from databases and stream processors to distributed systems.

Construyendo Pipelines Escalables con Python
My Article
Osmin Larreynaga

Patrones de diseño y herramientas probadas en producción para crear pipelines de datos que escalen sin romper el banco ni el equipo.

Mi Experiencia Migrando de On-Premise a Google Cloud
My Article
Osmin Larreynaga

Lecciones aprendidas (y errores costosos) al mover una infraestructura de datos legada a GCP, sin interrumpir producción.

Cómo Optimizar Consultas SQL para BigData
My Article
Osmin Larreynaga

Técnicas prácticas de optimización en BigQuery y Snowflake que redujeron costos en un 70% y tiempos de query en un 80% en proyectos reales.

The Unreasonable Effectiveness of Recurrent Neural Networks
Andrej Karpathy Blog

A deep dive into the power of RNNs, showcasing their ability to generate text, from Shakespeare to source code.

Attention Is All You Need
Vaswani, et al.

The seminal paper introducing the Transformer architecture, which has become the foundation for modern NLP models like BERT and GPT.

The Illustrated Transformer
Jay Alammar

A visual and intuitive explanation of the Transformer model, making complex concepts accessible to a broader audience.

Designing Data-Intensive Applications
Martin Kleppmann

A foundational book covering the principles of data systems, from databases and stream processors to distributed systems.

Contact Me

Have a project in mind or just want to say hi? Feel free to send me a message.

Or find me on: