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@karlacuevasvillalobo
Research scientist specializing in machine learning and computational modeling.
I am a passionate research scientist with a Ph.D. in Engineering Sciences from TU Berlin, specializing in machine learning and computational modeling. My journey has been driven by a commitment to lifelong learning and a desire to optimize processes across various domains, particularly in manufacturing and construction. I have developed a diverse toolkit that includes statistical modeling, data visualization, and machine learning techniques, which I have applied to real-world challenges in concrete structures and additive manufacturing.
Throughout my career, I have successfully led multidisciplinary international projects, collaborating with teams across Asia, Europe, and the Americas. My work has resulted in multiple peer-reviewed publications and conference presentations, showcasing my ability to communicate complex ideas effectively. I am particularly proud of my contributions to sustainability innovation, where I optimized concrete formulations to reduce carbon footprints while maintaining performance. I am eager to leverage my expertise in machine learning to drive advancements in other industries.
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Work history, roles, and key accomplishments
Technische Universität Berlin
Oct 2020 - Present (5 years 1 month)
Developed Python scripts for automated image data collection and porosity analysis, reducing processing time by 30% and improving accuracy. Classified material defects using machine learning for faster decision-making in additive manufacturing.
Technische Universität Berlin
Jul 2019 - Present (6 years 4 months)
Designed and executed experimental models to analyze lightweight aggregate effects on hydration kinetics and durability. Leveraged statistical modeling to derive predictive insights for material optimization and improved durability.
Municipalidad de Puente Alto
Dec 2018 - Present (6 years 11 months)
Led a team of professionals to deliver a pre-feasibility study of an intermodal station. Focused on sustainable urban development within the project.
Technische Universität Berlin & Pontificia Universidad Catól
Aug 2016 - Present (9 years 3 months)
Mentored and assisted in various courses related to sustainable innovation and advanced concrete technology. Contributed to hands-on learning experiences for students in sustainable construction techniques and materials.
Degrees, certifications, and relevant coursework
Ph.D. in Engineering Sciences, Engineering Sciences
Grade: Magna Cum Laude
Completed doctoral studies with a focus on engineering sciences. Achieved a Magna Cum Laude grade, demonstrating exceptional academic performance and research contributions.
Master in Engineering Sciences, Engineering Sciences
Grade: Honors
Graduated with Honors from the Master's program in Engineering Sciences. This program provided advanced knowledge and research skills in the field.
Bachelors & Diploma in Engineering and Construction Management, Engineering and Construction Management
Completed a comprehensive program covering both engineering principles and construction management. Gained foundational knowledge and practical skills relevant to the construction industry.
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