Mark Dodd
Senior Data Scientist @TC Energy
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WORK HISTORY
Senior Data Scientist @TC Energy
Calgary, AB, CA
Built an optimization engine using mixed-integer linear programming to find execution opportunities in the $2B maintenance budget of projects, resulting in annual savings of $20MM+- Optimization engine design and implementation- FastAPI backend development and React front-end development
EDUCATION
University of Calgary
Masters Degree in Data Science & Analytics
Data Camp
Data Science with Python Track
University of Alberta
Bachelor of Science, Electrical Engineering
ABOUT MARK DODD
Throughout my career, I’ve worked closely with large energy companies to oversee programming and project delivery. Leveraging data analytics and a talent for problem solving, I consistently deliver high quality results that drive efficiency, cost-savings, and continuous improvement. The Post-Baccalaureate Diploma in Data Science and Analytics that I recently completed at the University of Calgary has given me an in depth understanding of statistics, programming, big data, regression, visualization and machine learning.Notable projects and career highlights include:• Computer Vision - Created a convolutional neural network (CNN) utilizing TensorFlow / Keras on Google Cloud• Housing Price Prediction – Linear & Elasticnet Regression Analysis, SVM, 80+ features (feature engineering)• NHL Data Exploration & Analytics - Created interactive heat map of events (shots on goal and goals).• NHL Game Prediction Model Development – Leveraged NHL Data and logistic regression model.• Hadoop & MapReduce Paradigm Presentation (Big Data) – Delivered 30-minute Class Presentation/Instruction.• Led implementation of a large control system for a $450M gas plant; led a team of automation engineers.• Spearheaded development of a customized compressor control program.Additionally, my practical experience is complemented by a Bachelor of Science in Electrical Engineering, and proficiencies in Data Science, Data Cleaning, Data Mining, and Software Development.I’m always happy to expand my professional network; please reach out to me here or by email at: m••••••••@matalinodesign.comSpecialities:• Data Science (Python, R, SQL) • Data Cleaning (pandas, NumPy)• Machine Learning • Data Visualization (matplotlib, seaborn, plotly, ggplot2, Tableau)• Data Mining (SQL, API’s, XML, JSON, CSV, Beautiful Soup, regex) • Software Development (Python, SQL, C#, PLC, HMI)• Uncovering Key Insights & Business Value • Project Management• Team Collaboration & Leadership• Problem Solving & Analysis• Process Improvements & Efficiencies
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