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Hi, I'm Dmitri K.!

I am a Georgia Tech student who mainly uses Python and JavaScript. Projects of mine include:

  • A Mario Kart DS DRL Agent that uses PIL's screenshot function (Imagegrab.grab()) for inputs and a Lua Script to reward it
  • DRL Agents to play Connect 4
  • Multiple ML networks involving my two cats (GANs, CNNs, detectors)
  • Card GANs
  • Using blob detection to track the position of a magnetic pendulum
  • A Raspberry Pi ML project that uses sockets to get a computer to train a CNN to detect the angle of a servo and send it to the RPi to mimic it.
  • Various Chrome/Firefox web extensions

I wish to do more projects which involve using ML to gain insight into physical phenomena, like the magnetic pendulum project I did.

Dmitri K.'s Projects

aops-themes icon aops-themes

CSS theme(s) for the Art of Problem Solving Website

blob_detection_magnetic_pendulum icon blob_detection_magnetic_pendulum

This project using blob the detection to track the trajectory of a pendulum (a magnet swinging on a string) under the influence of a configuration of magnets under its base.

cardgans icon cardgans

CGAN and DCGAN networks used to generate card suits

catcnn icon catcnn

Project to create a classifier for my two cats

catgans icon catgans

Making an AI that generates images of my two cats

connect4rl icon connect4rl

Repository for Reinforcement Learning Agents I made for playing Connect 4 by themselves

dtpeach3707 icon dtpeach3707

Profile README repo plus (maybe) some other config files

emukeyinput icon emukeyinput

An External Tool for the Bizhawk Emulator. It turns virtual key presses into something that the emulator can interpret by using the lower-level SendInput function.

lsrp-export-extension icon lsrp-export-extension

A browser extension to put customer id and item price in the csv exported by Light Speed Retail Pos, specifically for customer and item report

mariokartdsrl icon mariokartdsrl

Repository dedicated to a DRL program that plays Mario Kart DS by itself

servomimic icon servomimic

My first Raspberry Pi Machine Learning project using socket programming to have a computer do the computationally expensive parts.

solubilitypredictor icon solubilitypredictor

Machine Learning network that predicts solubility of a compound from its SMILES notation plus certain combinations of other parameters from the AqSolDB dataset

soundboardcli icon soundboardcli

Making a custom Python soundboard from the command line using ytdl-core

worddefiner icon worddefiner

A web extension that defines words in Google Sheets

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