Previous Works by Wendy Chong Pooi Mun:

1. Modelling Corporate Reputation. Source of raw data: Tweet corpus. Approach: NLP Sentiment Analysis using VADER.
Extension: Rank Comparison of Feature Importance between Corporate Reputation and Macroeconomic & Technical Indicators in Tech Stock Performance (using Classification ML algorithms).

2. Forecasting Yield Curve with Macro-Driven Models: A Comparison Between Machine Learning and Traditional Statistical Methods.

3. Time Series Modeling of Cryptocurrency Price Co-movement: Implications to Portfolio Management. Approach: Clustering & Apriori Algorithm (Frequent Itemset Association).

4. Customer Churn Prediction in the Telecommunication Sector. Approach: Classification Algorithms (Comparisons between Decision Tree, Support Vector Machine, Logistics Regression, Random Forest, Artificial Neural Network & Bayes).

5. Numerical Optimisation: Inventory Optimisation of a Production Plant. Tool: Octave.



Interested to trade in ideas on machine learning projects in the finance/banking domain and collaborate in Datathons - DM me at