Introduction and Background
Welcome to my website! I'm Darío Placencio, an Industrial Civil Engineer from Chile with a passion for harnessing data science and machine learning to drive business innovation. I hold two Master's degrees from the University of Wisconsin-Madison: one in Business Analytics and another in Machine Learning & Signal Processing. With over five years of industry experience, I bring a unique blend of technical expertise, analytical skills, project management know-how, and agile coaching abilities.
Throughout my career, I've seen firsthand the transformative power of machine learning and data science in tackling business challenges and driving continuous improvement. This experience sparked my pursuit of graduate studies in the field, where I further honed my skills and contributed to solving complex business problems. I'm excited to leverage my expertise to drive impact and innovation in the industry.
Transforming the Mining Industry with Data Science
With over 5 years of experience in the mining industry, I've leveraged my skills in data science, machine learning, and project management to drive innovation and optimize operations. As a Data Scientist, I've worked with top mining companies, including Rio Tinto and BHP, to deliver high-impact projects.
At Rio Tinto, I developed machine learning models to predict blocked orders, applying deep learning model such as Generalized Extre Value Models and Graphical Neural Networks. I also built data pipelines using PySpark Apache and created a comprehensive database of air pollution permits conditions using OCR and large language models.
As an Agile Delivery Practitioner at BHP, I successfully led projects like "Asset Health - Escondida", delivering significant ROI and improving asset reliability. My expertise in predictive modeling, data pipelines, and agile methodologies enables me to tackle complex challenges and unlock business value.
Delivering Business Impact through Strategic Improvement
Throughout my tenure at BHP, I've driven business transformation by identifying areas for improvement and implementing strategic solutions. By collaborating with cross-functional teams and external partners, I've successfully secured funding for high-impact projects, improved operational efficiency, and delivered tangible business results.
Education and Academic Achievements
I hold a dual Bachelor of Science degree in Industrial Civil Engineering and Engineering Sciences from the University of La Serena in Chile, where I developed a strong foundation in engineering principles and problem-solving. My academic experience was further enriched by participating in the University of Wisconsin-Madison Visiting International Student Program, which broadened my global perspective and fostered cultural exchange.
I have also earned a Master of Science in Business Analytics from the University of Wisconsin-Madison, where I gained expertise in data visualization, data management, and the core concepts of data science. This program provided me with a solid understanding of how to extract insights from data and communicate complex ideas effectively.
In addition, I hold a Master of Science in Machine Learning and Signal Processing from the same institution, which has given me a comprehensive understanding of the theoretical foundations of machine learning, as well as practical skills in computer vision, deep learning, and neural networks. This program has enabled me to develop and implement advanced machine learning models and algorithms to solve complex problems.
Unlocking Future Opportunities
As a dedicated professional with a passion for machine learning and data science, I'm excited to drive innovation and success in a dynamic organization. With a strong foundation in engineering and a dual expertise in business analytics and machine learning, I'm poised to tackle complex challenges and deliver high-impact results.
I thrive in collaborative environments where creativity, expertise, and passion come together to solve complex problems. My expertise in machine learning, data science, and engineering enables me to develop innovative solutions that drive business growth and success.
I'd love to explore how my skills and experience can contribute to your organization's success. Take a closer look at my portfolio, and let's start a conversation about how we can drive innovation together.