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  • šŸ‘‹ Hi, Iā€™m Artem Chistyakov, 19 y.o FCS HSE bachelor 2 year student
  • šŸ‘€ Iā€™m interested in Quantitative Finances and Machine Learning.
  • šŸŒ± Iā€™m currently learning Quantitative Analytics if CMF and many subject in Higher School of Economics
  • šŸ’žļø Iā€™m looking to collaborate on Quantitative Finances and Machine Learning.
  • šŸ“« How to reach me - [email protected]

Artem Chistyakov's Projects

air-hockey-simple-bot icon air-hockey-simple-bot

Air Hockey with simple "greedy" bot. Left side of screen -- bot, right side -- human. Arrows -> move, Enter -> strike

algotradingbot icon algotradingbot

Created a bot for trading BTC-USDT cryptocurrency. Used lagged features, Time-Series, XGBoost and Linear Regression to predict the final value of bitcoin. Received 98% APY (annual return) on cross-validation.

cmf_cd icon cmf_cd

My work on a project "Credit derivatives and their application: introduction to the macro credit markets" in the Center of Mathematical Finances.

cmf_dd icon cmf_dd

My work on a project "Data-driven approaches for predicting an asset price over a mid-term horison" in the Center of Mathematical Finances.

cmf_hfmm icon cmf_hfmm

My work on a project "High Frequency Market Making: Optimal Quoting" in the Center of Mathematical Finances.

image-captioning icon image-captioning

"Introduction to Deep Learning" coursera course Final project. Result 6/9 points.

moex_2023 icon moex_2023

My framework for developing alphas on MOEX equities.

notes-2022 icon notes-2022

Lecture notes of Fall 2022 courses, prepared by CMF students

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