Interactive Brokers IB API, Trader Workstation (TWS), Excel DDE, Principal Components Analysis (PCA) for data dimensionality reduction Bloomberg API, OVML Option Pricing, SWPM Swap Pricing Excel option chain download from Yahoo Finance Fixed Income. Statistical Arbitrage. . Financial time-series analysis, Optimization, Econometrics, Principal Component Analysis (PCA), Regression, Machine Learning, Data Mining, Support Vector Machine (SVM), K Nearest Neighbour (KNN), Artificial Neural Networks (ANN), Logistic Regression, Machine Learning, iPython, TensorFlow, Google Cloud Platform (GCP), Milestones for Machine Learning (ML) Quant, Math, Economics, Data Science, Excel, Python. Certificate in Quantitative Finance (CQF) - Distinction, M.S. Computational Finance (MSCF), M.Eng. Computer Science (MEng CS) B.S. Electrical Engineering (BS ECE)