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? Abr 2025 – Presente

Desarrollo de un sistema de inteligencia artificial para corrección ortográfica, mejora de redacción y reestructuración de textos editoriales.

Implementación de herramientas como asistente de escritura, editor de texto y maquetador de contenido, usando LangChain, Python y Streamlit.

Creación de flujos automáticos de edición avanzada con sugerencias de estilo, tono y estructura para textos profesionales.

? Desarrollador Freelance – IA y Trading Automatizado
? May 2024 – Jun 2024

Implementación de red neuronal predictiva con LLaMA Forecasting para predicción semanal del mercado cripto.

Migración de código Python a Pine Script, automatización de alertas vía Gmail API y ejecución de operaciones en Binance.

Diseño de bots de trading basados en la estrategia Trend Sniper y comparación de desempeño con el indicador RSI.

?️ Data Scientist – Automatización de Estudios Estructurales
WW-Ingeniería y Seguridad Vial S.A.
? Santiago, Chile | ? Dic 2023 – Sep 2024

Automatización de análisis estructurales y estudios de puentes usando SAP2000.

Desarrollo de scripts en Python para extraer texto desde imágenes y creación de bases de datos para estudios de rutas.

? Consultor Técnico – Proyecto FONDECYT Regular
Universidad de Valparaíso
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Procesamiento y limpieza de datos astronómicos mediante la reducción de espectros para investigaciones de lentes gravitacionales.

Extracción de espectros descontaminados y análisis de calidad de datos para investigaciones de alta precisión científica.

? Instructor – Taller de Astronomía y Machine Learning
Universidad de Valparaíso
? 2023

Docente en taller especializado sobre uso de redes neuronales convolucionales para clasificación morfológica de galaxias.

Enseñanza de técnicas avanzadas de IA aplicadas a datos astronómicos.

? Tesista en Astrofísica
Universidad Andrés Bello
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Desarrollo de modelos de Deep Learning (CNN y ViT) para la clasificación morfológica de galaxias.

Comparación entre arquitecturas con análisis estadístico paramétrico y no paramétrico.

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