Carlos Munoz Ebratt
Principal Business Analyst @Worley
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WORK HISTORY
Principal Business Analyst @Worley
Toronto, ON, CA
Capture and define program and project business and design data by working closely with program leaders, project managers, digital execution managers, and subject matter experts to understand the data lifecycle, flow, and current status.• Develop Integrated Systems Data Flow Maps to document how data moves across project delivery systems and ensure alignment between business, engineering, and digital platforms.• Design and implement data visualization and data mining solutions that address program, project, and client requirements. Work with stakeholders to define functional specifications, build Power BI dashboards, and collaborate with global data teams to deliver reliable, actionable insights.• Develop machine learning models to solve classification and data quality challenges within large, unstructured global datasets, partnering with SMEs to define input requirements and optimize model accuracy.• Coordinate with the Global Data Team to establish and manage the Program and Project Data Hub, ensuring standardized data governance and seamless integration across systems.• Oversee data handover and client integration processes, ensuring all deliverables meet technical standards, contractual requirements, and customer expectations.
EDUCATION
Lambton College
Postgraduate Degree, Data Science
Universidad Tecnológica de Bolívar
Bachelor of Engineering - BE, Computer Science
SKILLS
ABOUT CARLOS MUNOZ EBRATT
I love process optimization and hate wasting resources. I was born and raised in Colombia, surrounded by lots of culture and also challenges. As a child, I dismantled almost all my toys to understand how they worked and how they were put together, and like everything in life, I began to understand how to solve problems. I also attended a military academy where I understood the power of discipline and focus. Today, as a data professional with 10+ years of experience across project coordination, analytics, and bilingual education, I specialize in turning complex operations into data-driven strategies that improve performance and execution. One day, working as a project coordinator, I found my gold mine by producing reports using SQL pipelines, transforming the data, and making high-level Excel reports. From leading construction field teams to developing machine learning models on Google Cloud, I bring a hybrid approach that combines Advanced Work Packaging (AWP), agile methodologies, and AI-powered insights to streamline decision-making and reduce inefficiencies. My background includes roles as a project coordinator in large-scale capital projects, an instructor delivering tech education remotely, and a data scientist building predictive models that improve outcomes, from reducing student attrition to optimizing shift schedules. Let’s connect if you’re interested in construction analytics, project optimization, or AI-driven transformation in operations.\"There is no elevator to success, you have to take the stairs.\"- Zig Ziglar
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