Marcus Diemand Email & Phone Number

Guelph, Ontario, Canada

Digital Kitchener Innovation Lab, Communitech │ Kitchener, Ontario

• Extracted city’s OpenData GeoHub by ingesting 300+ datasets from ArcGIS endpoints with BeautifulSoup4
• Transformed 30+ datasets into 60+ features, cleaning and spatially joining with (Geo)Pandas and Shapely
• Loaded geospatial features as Parquet into AWS S3, supporting predictive analytics for traffic department
• Visualized features with Matplotlib and Plotly, using EDA to restrict training to 30+ most promising features
• Orchestrated data pipeline non-interactively with Nbconvert, seamlessly running all 80+ Jupyter Notebooks
• Recommended traffic calming for 8 of 985 roads with Scikit-Learn Classification as trained on historical data

Odette Cancer Center │ Toronto, Ontario

• Classified breast tumour size, trained on ground truth biopsies, from parametric maps of weekly volumetric ultrasound scans, theoretically cutting salvage therapy decision timeline of 108 patients from weeks to days
• Explored ensemble classification, measuring 10’s of feature extraction with 10’s of classification algorithms
• Visualized effects of outlier removal, ensuring normality (D'Agostino’s K2) to yield ~90% prediction accuracy

Professor Of Chemical Engineering Yuning Li’s Lab │ Waterloo, Ontario

• Deployed Ruby-based web scraper, non-interactively updating 500+ chemical MSDS safety sheets for lab
• Scripted OriginLab data analysis, reducing once manual calculation of carrier mobility from 15min to 15s
• Performed synthesis and characterization, developing dozens of experimental OTFTs for 2+ grad students

Eastern Cereal And Oilseed Research Centre │ Ottawa, Ontario

• Scheduled Tuxedo workflow Cron Jobs on Linux compute cluster, clustering 100,000’s of RNA sequences
• Loaded output into MySQL database via Perl parsing, allowing querying 10,000’s of phylogenies for R EDA
• Presented findings to biologists via dashboard, highlighting presence of pathogens in 1000’s of bacteria

Centre For Image-Guided Innovation And Therapeutic Intervention │ Toronto, Ontario

• Wrote parallel CUDA C, giving MRI-invisible cortical bone Pennes bioheat transfer simulation 100x speedup
• Designed user-friendly GUI, enabling 4D bioheat tensor voxel rotation and scrubbing through 1000+ frames

Graduate Certificate, Big Data Solutions Architecture - Coop, 4.0 Gpa

Junior Data Analyst Program, Data Analytics

14-week intensive online training on the fundamentals of computer technology, and project management • Effectively complete a capstone.

Graduate Certificate, Computer Applications Development - Coop, 3.95 Gpa

Bachelor Of Applied Science - Basc, Honours Nanotechnology Engineering

Activities and Societies: Engineering Jazz Band "With Respect To Time" Honours Coop Program