Luka Dolgov

I'm an undergraduate student at Yale University class of 2028 interested in building quantitative 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

Coinbase Trading Bot

In this project, I use a coinbase API to connect to real-time Bitcoin trading information and pass it through a LSTM strategy to make a price prediction. I use certain economic theory for risk-management and staking quantity. I have trained the model on 900 days of Bitcoin past prices.

GitHub Repo
image of trading bot code
Photo of me

Favorite Quotes

“Real wealth is never the result of sudden schemes for enrichment; it is the offspring of labor, patience, and prudence.”
―Charles Mackay, Extraordinary Popular Delusions and the Madness of Crowds

“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)