As a Chartered FCSI designated person (CISI) advancing my Machine Learning skills, Iām excited to apply my financial expertise to real-world ML problems. Upcoming projects include:
š Stock Price Prediction Using Time Series Models
Leveraging LSTM and ARIMA models to forecast future stock prices based on historical data.
š¦ Credit Risk Modeling
Building classifiers to assess loan default risk using supervised learning techniques like Random Forest and Gradient Boosting.
š¤ Portfolio Optimization with Reinforcement Learning
Developing reinforcement learning agents to dynamically allocate capital across assets for optimal risk-return balance.