Mikhail Hayhoe, Ph.D. Email & Phone Number

Philadelphia, PA, US

Philadelphia, Pennsylvania, United States

Greater Philadelphia Area

Produced a novel framework for machine learning on hyper-graphs in PyTorch that achieves over 46% higher accuracy than competitors and other baselines, along with state-of-the-art statistical and probabilistic guarantees on performance of graph neural networks and hyper-graph learning algorithms for potentially billions of nodes and edges.Designed custom.

Greater Philadelphia Area

Managed and mentored eleven junior researchers, individually and in teams, for projects on graph machine learning and predictive modeling of epidemics.Gave lectures, both online and in-person, to over 120 undergraduate and graduate students in topics such as data mining and analysis of networked systems.Mentored and gave tutorials/recitations to over 250.

Developed a new model for the spread of diseases in networks of people and computers. Explored the predictive capabilities of this model by examining its mathematical and statistical properties, and showed how to use it to design strategies to control the spread of disease.

Mentored a team of four junior researchers for a project on predictive modeling of epidemics.Gave lectures and tutorials/recitations to over 200 undergraduate and graduate students in topics including optimization, probability, linear algebra, calculus, as well as information theory and data compression.

Kingston, Ontario, Canada

Managed payroll, budgeting, accounting, and purchasing for a STEM outreach organization that serves over 3,000 children each year with 19 employees and $250,000+ in annual revenue.

Doctor Of Philosophy - Phd, Electrical And Systems Engineering

Master Of Science - Ms, Applied Mathematics

Bachelor Of Science - Bs, Mathematics And Engineering