Habilidades y Especialización

Desglose técnico de mis conocimientos y habilidades por categoría.

Proficiency Scale

Expert

Advanced

Intermediate

Data Science

Python

Expert

pandas / NumPy

Expert

scikit-learn

Expert

Modelado Estadístico

Advanced

Feature Engineering

Advanced

Visualización de Datos

Advanced

Diseño de Experimentos

Intermediate

Machine Learning & AI

Prompt Engineering

Expert

Desarrollo con LLMs

Advanced

Sistemas RAG

Advanced

LangChain

Advanced

PyTorch

Advanced

TensorFlow / Keras

Advanced

XGBoost / LightGBM

Advanced

Graph Neural Networks

Intermediate

Data Engineering

SQL

Expert

Pipelines de Datos

Advanced

ETL / ELT

Advanced

Modelado de Datos

Advanced

RabbitMQ

Advanced

Flujos de Datos Event-Driven

Advanced

Apache Airflow

Intermediate

Databases

PostgreSQL

Expert

MySQL

Expert

MongoDB

Advanced

DynamoDB

Advanced

Redis

Advanced

Pinecone

Advanced

Neo4j

Advanced

Qdrant

Intermediate

MLOps & Cloud

AWS

Expert

Docker

Expert

GitHub Actions

Expert

Kubernetes

Advanced

APIs para Model Serving

Advanced

Monitoreo y Observabilidad

Advanced

Backend & APIs

FastAPI

Expert

Node.js / NestJS

Expert

Java / Spring Boot

Expert

REST APIs

Expert

GraphQL

Advanced

Microservicios

Advanced

Soft Skills & Tools

Inglés (Fluido C1)

Expert

Scrum

Expert

Confluence & Jira

Expert

Comunicación Técnica

Advanced

Design Thinking

Advanced