A theoretical framework for data-driven artificial intelligence decision making for enhancing the asset integrity management system in the oil & gas sector
Sattari, F., Lefsrud, L., Kurian, D., and Macciotta, R.
Data Scientist & Analytics Consultant
Transforming complex data into actionable intelligence. Specializing in Analytics, Automation, and Business Intelligence solutions.
I'm an M.Sc. graduate in Engineering Management with extensive experience driving strategic decision-making in Healthcare and Financial Regulation.
My expertise lies in translating high-volume data into actionable intelligence using Python, SQL, and modern BI tools, with a focus on practical solutions that scale with your business.
I've consulted with executive leadership to solve complex patient flow and policy challenges, and have a proven track record of implementing machine learning models that provide real-time predictive insights.
I'm passionate about staying at the forefront of technology—particularly AI. I actively explore emerging tools and leverage AI-assisted development to deliver solutions faster and more efficiently.
Leveraging years of experience in healthcare and financial regulation to deliver data solutions that drive real business outcomes.
Interactive Tableau, Power BI, and Streamlit dashboards that transform complex data into clear, actionable visualizations for executive decision-making.
Robust ETL/ELT pipelines using Snowflake and Python to integrate and transform large-scale data from multiple sources into unified, analysis-ready formats.
Predictive models and ML implementations using Snowflake AI/Cortex features to provide real-time insights and enhance operational decision-making processes.
Leverage cutting-edge AI tools to accelerate your projects. From rapid prototyping to production-ready applications, I use AI-assisted development to deliver results faster without sacrificing quality.
Have a specific project in mind?
Let's Discuss Your NeedsA track record of delivering data-driven solutions across healthcare, financial regulation, and academia.
Alberta Health Services
Developing interactive Tableau and Streamlit dashboards for clinical and administrative data. Engineering ELT pipelines using Snowflake and Python. Implementing ML models using Snowflake AI/Cortex for real-time predictive insights.
Alberta Securities Commission
Analyzed high-volume energy and OTC derivatives trade data for national and provincial policy development. Created robust web applications using Dash and Streamlit for the Market Regulation division.
University of Alberta
Leveraged machine learning to analyze complex incident data for municipal utilities and oil & gas partners. Published results in prominent engineering journals.
Alberta School of Business
Instructed 700+ students in Data Analysis & Decision Making. Managed a team of seven Teaching Assistants and provided data-driven curriculum updates.
Peer-reviewed research in machine learning applications for industrial safety and risk management.
Sattari, F., Lefsrud, L., Kurian, D., and Macciotta, R.
Sattari, F., Macciotta, R., Kurian, D., and Lefsrud, L.
Kurian, D., Sattari, F., Lefsrud, L., and Ma, Y.
Kurian, D., Ma, Y., Lefsrud, L., and Sattari, F.
A comprehensive toolkit built over 9+ years of data science and analytics work.
Whether you need help with data pipelines, dashboard development, or strategic analytics consulting, I'd love to hear about your project. Let's discuss how I can help transform your data into actionable insights.