プロフィール詳細

プロジェクトを作成

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Juan Esteban A.に依頼

Colombia

Astrophysicist Passionate about Data Science | Python/SQL/PyTorch/HuggingFace | Physics Models → Business Predictions

プロフィール概要

Astrophysicist and Data Scientist with Ph.D. research in ML for solar physics and space weather. Experienced in processing large-scale scientific datasets (700+ GB), building scalable ML pipelines and deploying models. Committed to the development of GenAI in astronomy.

専門分野

• ☆ Data Analysis
• ☆ Data Processing
• ☆ Machine Learning
• ☆ Earth & Atmospheric Science
• ☆ Astrophysics
• ☆ Astronomy

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Fact Checking, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing

職務経験

Senior Data Science

D Model (through Dev.pro)

2026 - 現在

Junior ML Scientist

Planet AI Group

7月 2023 - 8月 2025

学歴

PhD in Science - Astronomy (Observatorio Astronómico Nacional)

Universidad Nacional de Colombia

2025 - 2029

Maestría en Ciencias - Astronomía (Ciencias)

Universidad Nacional de Colombia

8月 2023 - 8月 2025

(Physics)

Universidad Nacional de Colombia

2018 - 10月 2023

Colegio De La Salle Bogotá

2006 - 2017

認定資格

• GitHub Foundations

  DataCamp

  https://www.datacamp.com/completed/statement-of-accomplishment/track/c1adefea817aeb6fbc70f172d1a8a4142d2144fb?utm_medium=organic_social&utm_campaign=sharewidget&utm_content=soa&utm_source=copylink

  1月 2026 - 現在

• Natural Language Processing in Python

  DataCamp

  https://www.datacamp.com/completed/statement-of-accomplishment/track/6c133446ce023d83f895e4a07fd5ee6e3fdd7daa?utm_medium=organic_social&utm_campaign=sharewidget&utm_content=soa&utm_source=copylink

  1月 2026 - 1月 2026

出版物

PREPRINT

Juan Esteban Agudelo Ortiz, Germain Nicolás Morales Suarez, Santiago Vargas Domínguez, Sergiy Shelyag (2025). Machine Learning Synthesis and inversion method for Stokes Parameters in the solar context .

JOURNAL ARTICLE

O., Joel Bernal, Alfonso A., Leidy P., Burbano A., Valentina I., Vargas-Domínguez, Santiago, González, María Fernanda, Agudelo, Juan Esteban, Campos-Rozo, Jose Iván(2024). Cuantificación de sumideros de carbono azul en Colombia a partir de manglares costeros . Revista de la Academia Colombiana de Ciencias Exactas, Físicas y Naturales.

Juan Esteban Agudelo Ortiz (2023). Aplicación de técnicas de Deep Learning en modelamiento y observación de la fotósfera solar . Ciencia y Desarrollo.