Toolkit
Professional portfolio
Toolkit
Data Visualization
- Adobe Photoshop
- Amazon QuickSight
- D3.js
- Microsoft Power BI
- Python (Bokeh, Seaborn)
- R (ggplot2)
- Tableau
Programming
- Front-end web development
- CSS
- HTML
- JavaScript
- Python
- R
- SAS
- SQL
Modeling & Prediction techniques
- Clustering
- Hierarchical Clustering
- K-means Clustering
- Decision Trees
- Bagging
- Boosting
- Random Forests
- Discriminant Analysis
- Bayes
- Linear & Quadratic
- Forecasting & Time series Analysis
- Moving & Weighted Moving Average
- Exponential Smoothing
- Autoregressive Moving Average (ARMA)
- Autoregressive Integrated Moving Average (ARIMA)
- K-Nearest Neighbors
- Machine Learning
- Neural Networks
- Principal Components Analysis
- Regression
- Linear
- Logistic
- Polynomial & Step Functions
- Principal Components & Partial Least Squares
- Ridge
- Lasso
- Splines & Generalized Additive Models
- Support Vector Machines
Professional portfolio
Data visualization
Pitch created to convince management to move from excel to interactive data visualization software.
Nearest neighbor search
Computed and assigned nearest inspectors to dealerships (globally).
Outlier detection
Introduced outlier detection techniques to classify potential issues.
Reporting library
Designed and developed an interactive reporting library so that users could easily find reports.
Route optimization
Implemented a route planning and optimization tool to assist employees find the shortest routes between multiple stops.
Web portal
Designed and developed mobile web portal for employees.