10/2021 - Hiện tại
1. Manage the data team by mentoring and one-on-one meetings to assist team members in achieving personal objectives & make sure that team output aligns with company strategy.
2. Define coding conventions & best practices, make architectural decisions on data & components by working closely with CEO and other data team members.
3. New business survey and market analysis(Freight, LNG).
4. Provide futures market price time series model to forecast the daily trend, improve the company annual reward.
-NN model, Regression, Classifier, Auto Hyperparameter Optimization
5. Build up Daily Forecasting Report Platform.
-Airflow, PostgreSQL, MySQL, Redis, MongoDB, Docker, Selenium
6. Build up Real-Time Stock Price Platform.Save 150w per year.
-Airflow, PostgreSQL, MySQL, Redis, MongoDB, Docker, Selenium, Nginx