- 👋 Hi, I’m @avkhimen. I am a Canadian Engineer and Data Scientist.
- 👀 I’m interested in applications of Deep Learning, Deep Reinforcement Learning, and mathematical optimization methods to problems in transmission and distribution systems. I am also actively following developments in economics, finance, and cryptocurrencies.
- 🌱 I’m currently learning how to apply cutting-edge multi-agent reinforcement learning algorithms to problems involving continuous action spaces.
- 💞️ I’m looking to collaborate on solutions to problems in finance, cryptocurrencies, engineering, and social sciences.
- 📫 I can easily be reached at avkhimen@ualberta.ca or vavkhimenia@gmail.com.
I am an Engineer and Data Scientist who is passionate about solving problems with data-driven approaches using DL, DRL, and mathematical optimization methods.
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University of Alberta
- Edmonton, AB, Canada
- www.linkedin.com/in/vadimavkhimenia
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Electric_Vehicle_Charging_Simulation
Electric_Vehicle_Charging_Simulation PublicThis 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 mo…
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CWGAN-GP-image-generation
CWGAN-GP-image-generation PublicConditional Wasserstein GAN with gradient penalty for image generation trained with mnist dataset
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orbit_scraper
orbit_scraper PublicPrice scraper for dogecoin cryptocurrency to notify the user about the arbitrage opportunities between exchanges
Python
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CWGAN-GP-time-series
CWGAN-GP-time-series PublicConditional Wasserstein GAN for synthetic time series genetaion
Jupyter Notebook 3
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