3+ years of knowledge and experience in Data Science tasks, especially ML/DL engineering in financial time series forecasting, hybrid modeling (mainly neuro-fuzzy) of financial ratios of stock companies, bankruptcy detection, and many other projects, in both research and industrial environments.
Current Interests:
- Time series forecasting on stock data in the Iranian stock market using ML tree models including LightGBM, XGBoost, Random Forest, and their ensemble.
- Developing a novel parallel model consisting of CNN and LSTM deep NNs on financial data.