Luka Dolgov

I'm an undergraduate student at Yale University class of 2028 specializing in building modern and efficient quantitative finance models, game theory model development, and computational AI design and modeling. Below, you can explore some of my work and download my resume.

Connect 4 Bot

Using a mini-max algorithm with situtional analysis at depth of 8 moves this bot is able to play connect-4 efficiently and consisdently beat human players (assuming non-perfect play) without much computational complexity

GitHub Repo
gif of connect 4 bot

RNN/LTSM AMZN Stock Day-CP-Analysis Tracker

this is my recursive self-made backpropogation algorithm (No ML libraries!) which uses a recursive net to learn from previous days (10 business days) of data and make an estimate of the closing price of AMZN stock given previous closing prices

RNN-model Analysis:

GitHub Repo
image of stock algorithm completion

LTSM-model Analysis algorithm:

GitHub Repo

Poker AI

This is my current project I am working on. Creating a poker analysis and positional awareness bot which is able to take a position and always make the most probabilistic decision. I plant to introduce neural nets eventually.

GitHub Repo
image of poker bot code
Photo of me

Favorite Quotes

“One day," you said to me, "I saw the sunset forty-four times!" And a little later you added: "You know-- one loves the sunset, when one is so sad..." "Were you so sad, then?" I asked, "on the day of the forty-four sunsets?" But the little prince made no reply.”
― Antoine de Saint-Exupéry, The Little Prince

“If you know the enemy and know yourself, you need not fear the result of a hundred battles. If you know yourself but not the enemy, for every victory gained you will also suffer a defeat. If you know neither the enemy nor yourself, you will succumb in every battle.”
― Sun Tzu, The Art of War

Resume

Click the link below to download my resume:

Download Resume (PDF)