Ivan Panfilov

Data Scientist

CYINT LLC•  May 2022 - Present

Developed and tested data preparation and model training components in various ML pipelines

Researcher (physics)

University of Waterloo•  September 2012 - April 2017

• Studied how the interaction between particles affects the properties of various novel materials • Developed solvable mathematical models that can effectively capture the properties of Weyl metals • Predicted unique behaviors in electronic compressibility and plasmon excitation frequencies in Weyl metals, demonstrating significant differences from standard metal properties • Obtained mapping from the continuous system to the lattice model for a system of interacting bosons in an external magnetic field • Derived Lattice Hamiltonian that may be viewed as a parent Hamiltonian for chiral spin liquids

Teaching Assistant (physics)

University of Waterloo•  September 2012 - December 2016

• Prepared comprehensive tutorial materials, including problem-solving strategies and real-world applications, to enhance understanding of theoretical knowledge • Conducted engaging tutorials in Mechanics, Electricity, and Magnetism for classes exceeding 40 students • Facilitated interactive learning sessions, focusing on applying lecture content to practical problem-solving scenarios • Assessed and graded student assignments

University of Waterloo, Waterloo

Physics, PhD•  September 2012 - April 2017

Thesis: Topology and Interactions in Weyl Metals and Quantum Hall Systems

University of Waterloo, Waterloo

Physics, MS•  September 2011 - June 2012

Joint Program of the University of Waterloo and Perimeter Institute for Theoretical Physics : ”Perimeter Scholars International” (PSI) Research project: Extraction of CFT Parameters from the Lattice Models

Taras Shevchenko National University of Kyiv

Physics, BS•  September 2006 - June 2010

Thesis: Mach-Zehnder Interferometry of Edge Excitations in Quantum Hall Effect at Filling Factor 5/2