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@jorgealvarez
Experienced civil engineer specializing in mining and artificial intelligence.
With 12 years of experience in underground mining and geotechnics, I have developed a strong specialization in applying artificial intelligence to geomechanical problems and spatial analysis. My postgraduate education in AI, combined with hands-on experience in deep learning techniques, graph neural networks, and unstructured data analysis, equips me to tackle complex engineering challenges effectively.
At SRK Consulting, I have successfully integrated physical modeling with machine learning tools to optimize decision-making processes in engineering. My key achievements include defining critical zones using decision trees for the Alto Maipo project and predicting rock strength properties through innovative methodologies involving graph neural networks. I am passionate about leveraging my expertise to drive advancements in the mining sector.
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Work history, roles, and key accomplishments
SRK Consulting (Chile) SpA
Aug 2019 - Present (6 years 3 months)
As a Consulting Engineer in Rock Mechanics, I applied interpretable machine learning techniques to identify critical zones in hydraulic tunnels, optimizing numerical modeling. I also developed a methodology using Graph Neural Networks (GNN) for spatial variability modeling of geomechanical properties, enhancing prediction accuracy.
CODELCO DIVISIÓN EL TENIENTE
Dec 2014 - Present (10 years 11 months)
In the Geomechanics Superintendency, I conducted geomechanical reviews for the Andes Norte mine, assessing estimated behavior against construction data. I also developed a numerical model to evaluate hydraulic fracturing behavior and implemented analytical pressure range estimations.
AKL Ingeniería y Geomecánica Ltda.
Apr 2013 - Present (12 years 7 months)
As a Geotechnical Engineer, I performed geotechnical evaluations for various projects, including pillar stability estimation and support design using numerical modeling. I also conducted rock burst potential estimation and dynamic fortification analysis.
Geotec Boyles Bros s.a.
Jun 2012 - Present (13 years 5 months)
As a Thesis Engineer, I contributed to various projects, applying my knowledge in civil and mining engineering. My work involved supporting geotechnical analyses and contributing to project documentation.
Degrees, certifications, and relevant coursework
Magister en Inteligencia Artificial, Artificial Intelligence
2020 - 2022
Completed a Master's degree focusing on Artificial Intelligence. Gained expertise in Deep Learning, graph neural networks (GNN), and unstructured data analysis, applying these techniques to real-world industry projects.
Diploma en Geomecánica Aplicada al Diseño Minero, Applied Geomechanics
2019 - 2019
Completed a diploma focused on geomechanics as applied to mining design. Enhanced knowledge in the practical application of geomechanical principles for mining operations.
Ingeniero Civil en Minas, Mining Civil Engineering
2007 - 2012
Obtained a degree in Mining Civil Engineering. Developed a strong foundation in mining operations, geotechnics, and related engineering principles.
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