avkhimen
I am an Engineer and Data Scientist who is passionate about solving problems with data-driven approaches using DL, DRL, and mathematical optimization methods.
University of AlbertaEdmonton, AB, Canada
Pinned Repositories
crypto_stocks_covariance_lag_analysis
Analyzing common crypto stocks for lag
crypto_trader
Repo for RL-based (and maybe others) trading agents
CWGAN-GP-image-generation
Conditional Wasserstein GAN with gradient penalty for image generation trained with mnist dataset
CWGAN-GP-time-series
Conditional Wasserstein GAN for synthetic time series genetaion
EasyA-_with_YouVersity
MAKEUC2021 Hackathon Project
Electric_Vehicle_Charging_Simulation
This project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under conditions of uncertain commitment of EV owners. The problem is modelled as a multi-objective multi-agent cooperative game. Project is part of fulfillment criteria for ECE 730 course at the University of Alberta.
eth_spike_real_time
Real-time eth-btc trader with notifications
orbit_scraper
Price scraper for dogecoin cryptocurrency to notify the user about the arbitrage opportunities between exchanges
penny_spread_trade_bot
Trade bot implementing the strategy of 1 penny bid-ask spread from different exchanges.
stock_market_fair_value_estimator
avkhimen's Repositories
avkhimen/crypto_stocks_covariance_lag_analysis
Analyzing common crypto stocks for lag
avkhimen/crypto_trader
Repo for RL-based (and maybe others) trading agents
avkhimen/eth_spike_real_time
Real-time eth-btc trader with notifications
avkhimen/penny_spread_trade_bot
Trade bot implementing the strategy of 1 penny bid-ask spread from different exchanges.
avkhimen/automatic_git_populator
Script that will take a repository and using a language model will create commits that will be regularly posted to github
avkhimen/avkhimen
Config files for my GitHub profile.
avkhimen/avkhimen.github.io
Personal website with career highlights, education, and work experience
avkhimen/altcoin_spike_clustering
Tool to cluster multiple altcoins and build a model to predict their spikes
avkhimen/bess_degradation_from_moving
Code for bess degradation curve when moving bess between substations
avkhimen/computer_vision_random
Computer vision repos for future use
avkhimen/crypto_price_scraper
Jupyter notebook for scraping historical crypto prices from the Bittrex exchange
avkhimen/EPEC_hackathon_contribution
My contributions to the EPEC hackathon winning project
avkhimen/eth_spike
model to determine when eth price spikes against btc price
avkhimen/eth_spike_undersampling
Eth spike tool using undersampling for balancing the spike dataset
avkhimen/github-intro-vadim
avkhimen/gmail_manager
This tool is a gui for a gmail api allowing for easy visual email deletions
avkhimen/gmail_most_common_emails
Script to collect most common emails from the gmail account
avkhimen/mortgage_tolerance_calculator
This script calculates the maximum interest rate that Canadians can afford based on inputs such as average monthly salary, average debt, average prices of certain goods like phone plans, and average food costs
avkhimen/OLMo
Modeling, training, eval, and inference code for OLMo
avkhimen/option_chain_stats
Getting relevant statistics for option chairs
avkhimen/progressSkill_architecture
This repository describes the data flow between the services in the project
avkhimen/q_learning_discreet_trading
Trading implementation using q-learning and discreet state and action spaces
avkhimen/react_practice
avkhimen/service_life_unserved_energy_graph
Code to produce graphs of unserved energy vs service life
avkhimen/skill_parser
This code takes ad body and list of skills to determine the required competency of each skill
avkhimen/skills_practice
avkhimen/sp500_returns
Plot of sp500 returns over time
avkhimen/test_merging
Repo for testing merging with git
avkhimen/ts_trading_env
RL environment for time series assets with continuous states
avkhimen/unserved_energy_events_graph
Code to produce graphs relating unserved energy events with unserved energy event durations