Building an anomaly detection model using Gaussian Mixture Model (GMM)

Portfolio Optimization (CPLEX & IPOPT), Rebalancing

Time-Series Analysis on death cases and Image Compression using PCA. Determine number of PCs retain based on RMSE.

Nonlinear Optimization

Twitter sentiment analysis for 2019 Canadian Elections using Natural Language Processing.

Contains all the 117 Leetcode questions with their solutions ranging from Easy to Hard in MySQL.

A series of Tableau workbooks about how to build common charts and dashboards.

Predict airplane's status by implementing Linear Regression with Regularization, Batch/ Mini-Batch/ Stochastic Gradient Descent.

Option pricing based on Monte Carlo Simulation and Lattice approach

Using KNN classifier to detect whether the tumor is benign or malignant.

Implementation of financial optimization models and efficient frontiers

Apply NLP and ML algorithms on over 400,000 biomedical research papers to gain insight into COVID-19 and how to improve vaccination efforts.

Machine Learning, Classification

A standard style for README files

Computational Finance and Risk Management

Financial Engineering

Data Mining in Engineering

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