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Kyler's Blog

Bio

Education

Stanford University Logo

Stanford University | Ph.D. Student, Chemical Engineering. GPA: 4.1 / 4.0.
Exploring research interests along the lines of: photonic, neuromorphic, and quantum computing
Sept. 2025 - Present

University of Minnesota, Twin Cities Logo

University of Minnesota, Twin Cities | B.Ch.E. in Chemical Engineering, B.S. in Mathematics with high distinction at age 19.
Double minors in chemistry and computer science. GPA: 3.99 / 4.0.
Sept. 2021 - May 2025

Stanford graduate courses
  • Applied Math: A World of Flows
  • Chemical Kinetics and Reaction Engineering
  • Microhydrodynamics
  • Molecular Thermodynamics
  • Solid-State Physics II
  • Ultrafast Quantum Physics
UMN graduate-level courses
  • Advanced Machine Learning
  • Deep Learning
  • NLP with Deep Learning
  • Robot Vision
  • Nonlinear Dynamic Systems and Control
  • Numerical Optimization
  • Microelectronic Fabrication+Lab
  • Computational Fluid Dynamics
  • Stochastic (Ito) Calculus
  • Quantitative Hedge Fund Strategies
  • Portfolio Optimization
Undergraduate courses (Math)
  • Partial Differential Equations I/II
  • Algorithms/Data Structures I/II (also teaching assistant for 1 semester)
  • Enumerative Combinatorics
  • Graph Theory
  • Numerical Methods I/II
  • Complex Analysis
  • Fundamental Structures of Algebra
  • Numerical Linear Algebra
Undergraduate courses (ChemE)
  • Mass/Energy Balances
  • Organic Chemistry I/II/Lab
  • Materials Eng.
  • Physical Chemistry
  • Thermodynamics
  • Process Analytical Chemistry
  • Transport Phenomena
  • Reaction Eng.
  • Mass Transport/Separations
  • Unit Operations Lab I/II
  • Biomolecular Eng.
  • Quantum Mechanics
  • Solid-State Physics
  • Chemical Engineering Design
Other topics of study
  • Classical Mechanics (C. Lancos, Variational Principles of Mechanics)
  • Electrodynamics + Special Relativity (D.J. Griffiths)
  • General Relativity (S. Carroll, Spacetime and Geometry)
  • Topology (J. Munkres)
  • Analysis I, II, III (H. Amann and J. Escher)
  • Reinforcement Learning (R. Sutton and A. Barto)
  • Partition Theory (G.E. Andrews)
  • The Symmetries of Things (J.H. Conway)
  • Options, Futures, and Other Derivatives (J. Hull)
  • Control Systems Engineering (N. Nise)
Recent readings
  • The Black Swan (N.N. Taleb)
  • Chip War (Chris Miller)
  • What is Life? (Erwin Schrodinger)
  • Scarcity (Sendhil Mullainathan, Eldar Shafir)
  • A Man for All Markets (Edward Thorp)
  • Thinking, Fast and Slow (Daniel Kahneman)
  • Freakonomics (Steven Levitt, Stephen Dubner)
  • Nudge (Richard Thaler, Cass Sunstein)
  • Success and Luck (Robert Frank)
  • Adaptive Markets (Andrew W. Lo) - a personal favorite!
  • Misbehaving: The Making of Behavioral Economics (Richard Thaler)

Work Experience

HII, Huntington Ingalls Industries Logo

HII (Huntington Ingalls Industries) | Machine Learning Engineering IV Intern.
Deep reinforcement learning: Deceptive-reward exploration, model-free and offline RL for satellite guidance. Publications pending.
May 2025 - Aug. 2025

Applied Materials Logo

Applied Materials | Process Engineering Intern.
PECVD and dielectric depositions. Engineered various thin-film chemistries and direction-selective deposition processes.
May 2024 - Aug. 2024

Altair Engineering Logo

Altair Engineering (now part of Siemens AG) | Polymer Material Data Analytics Intern.
Developed CFD solvers and machine-learning test suite for simulating polymer melt flows in injection molding.
May 2023 - Aug. 2023

Talyn Air Logo

Talyn Air (now part of Ampaire) | Data Science Intern.
Market research and competitive intelligence, cost/GHG estimates, and optimal routing for eVTOL fleet.
Sep. 2022 - Dec. 2022