Optimizer Research Progress
For the original motivation, approach, and initial results, refer back to Experimental Optimizer Research & Progress. This update focuses on the progress made since that write-up.
Read articleComputer science, mathematics, and machine learning.
I’m Ivan Belenko, a University of Washington undergraduate researching efficient optimizers and AI systems for the edge.
About me
My name is Ivan Belenko.
Currently an undergraduate student at the University of Washington, completing a double major in computer science & mathematics.
Interested in Machine Learning and AI, specifically in deployment on the edge.
Currently working on optimizer research.
You can see some of my code on GitHub.
Core languages
C++ · Python · LaTeX · HTML/CSS
Tools & systems
PyTorch · NumPy · UNIX · Git · Vim · VS Code
Languages
English · Russian
Selected work
Learning Machine Learning
My ongoing journey for learning Artificial Intelligence / Machine Learning using PyTorch and NumPy.
Markdown based Flask Website
A website used as my portfolio written in python with Flask, hosted on an OCI instance using a Gunicorn WSGI server proxied to Caddy. All pages are markdown files served in html.
Coursework
What I’m studying
- Operating Systems
- Advanced Linear Algebra
- Parallel and Distributed Computing
- Management Principles for Computing Professionals
Mathematics14 completed courses
- Calculus I–III
- Multivariable Calculus
- Matrix Algebra
- Probability and Statistics for Engineers
- Foundations of Modern Mathematics
- Introduction to Professional Mathematics
- Discrete Mathematical Modeling
- Abstract Algebra I
- Linear Programming
- Numerical Analysis I–II
- Introduction to Differential Equations
Computer science12 completed courses
- Computer Programming I–II
- Data Structures, Algorithms, and Discrete Mathematics I–II
- Hardware and Computer Organization
- Analysis and Design
- Software Engineering
- Introduction to AI
- Technical Writing for Computing Professionals
- Machine Intelligence
- Artificial Neural Networks
- Computer Vision