Pavlo Mysak

Technical Skills: Python, R, SQL, Tableau


Manuscripts/Reports

Estimating Latent Volatility Regimes via Bayesian Markov Switching - [notebook]
Type: Academic Research Paper
Tools: Python (PyMC, Matplotlib)

Retail Price Sensitivity and Promotional Strategy: A Multi-Retailer Olive Oil Analysis
Type: Executive-Facing Analysis
Tools: Python (Pandas, StatsModels, Matplotlib)

Enhancing House Price Predictions: A Comparative Analysis of Feature Selection Algorithms and the Lasso Model - [code]
Type: Academic Research Project
Tools: Python (Numpy, Pandas, Scikit-Learn)

COVID-19 Implications on the Financial Health and Quality of Skilled Nursing Facilities: A Regression Discontinuity Approach
Type: Academic Research Paper
Tools: R

Projects

Python

Python : Bayesian Discrete Choice Model for Affordable Housing Applications (MS Consulting Project)

Python : TRACE | A hybrid deep learning architecture for intermittent demand forecasting

Python : Imbalanced Classification using Cost Sensitive Learning, Synthetic Minority Oversampling Techniques and Decision Threshold Adjustment

R

R : Causal Inference - Using Regression Discontinuity to Measure Impact of COVID-19 on Financial Performance of Nursing Homes

R : Univariate Multiple Linear Regression - Car Price Prediction

R : Binary Classification: Random Forest & Logistic Regression - Using Bio-Signals to Detect Smoking Status

SQL

SQL : Investigating the Oldest Businesses | DataCamp Project

Tableau

Tableau : Influencer Marketing Dashboard (BelBrandsUSA)

Tableau : eCommerce Sales Dashboard