yamastein

Ai Researcher

I have an educational background in computer science and technology and finance from a top university in China. I have been engaged in AI design and development in the industrial and financial fields, digital currency quantitative strategy research, and blockchain project development.

I have good foundation in mathematics and statistics, an understanding of the principles of popular AI algorithms, the cryptocurrency market, and common strategies for financial derivatives. Familiar with python, go, rust, solidity, js, and understanding of blockchain-related knowledge such as evm,uniswap and solona. In addition, I have also studied Japanese, French, German.

I am looking for jobs in cryptocurrency quantitative research, AI and data processing, web3 back-end development, and contract development.

Experience: 5 years

Yearly salary: $100,000

Hourly rate: $500

Nationality: 🇨🇳 China

Residency: 🇨🇳 China

Experience

Quant Researcher

WealthEngine

2023 - 2024

1. Obtain data from the company database through SQL and perform ETL; 2. Generate factors based on research reports and obtain alpha factors by calculating ICIR; 3. Select factors with low correlation to build models, and have built linear regression models, LSTM models, Transformer models, and DQN models respectively; 4. Use the minimum RMSE between the predicted value and the actual value as the objective function to tune the model.

Algorithm Engineer

Mlog

2020 - 2023

1. Use SVM, XGBoost, and LSTM to predict wind power and photovoltaic power generation; 2. Use particle swarm algorithm to arrange the offshore wind turbines so that the total power generation power is as large as possible; 3. Use the maximum flow algorithm in graph theory to optimize new energy solution for power grid access; 4. Use genetic algorithm to optimize the boiler heating plan to minimize the total cost.

Quant Researcher

Biss

2018 - 2020

1. Design digital currency futures, options, 3x long ETFs, and 3x short ETFs; 2. Implement hedging risk control engine; 3. Develop CTA strategy; 4. Develop futures and spot arbitrage strategies.

Skills

blockchain-engineer

golang

python

quantitative-researcher

solidity

english

chinese-mandarin

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