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Project Portfolio

Mobirise

Machine Learning for Accuracy Improvement in Additive Manufacturing

MATLAB, Python, Data Science/Machine Learning, Probability/Statistics

Mobirise

Automated Salad Kiosk

Embedded Programming, Digital Circuits, CAD/CAM

Mobirise

Strategic Decision Assessment

MATLAB, Excel, Simulation, Probability/Statistics, Decision Analysis

Mobirise

Intelligent Accuracy Control Service System for Additive Manufacturing

MATLAB, HTML/CSS/JavaScript, Machine Learning/Data Science, Systems Engineering/Architecting

Mobirise

FastMap and KDTree Algorithm for Computationally Efficient Matching

Python, Machine Learning/Data Science

Machine Learning for Accuracy Improvement in Additive Manufacturing


This project uses data from past prints and random forest modeling to build a predictive model for improving the quality of 3D printed objects.

This project is described in a peer reviewed journal paper, found here.

Automated Salad Kiosk


This project covered the development and construction of a mechatronic system that dispenses ingredients for a salad based on voice commands.

This project is described in a report, found here.

Strategic Decision Assessment


This project performs a probabilistic assessment to make a recommendation for resource allocation using multi-attribute utility theory.

This project is described in a report, found here.

Intelligent Accuracy Control Service System for Additive Manufacturing


This project outlines a cyber-physical system that can be utilized to improve the accuracy of 3D prints.

This project is described in a peer reviewed journal paper, found here.

FastMap and KDTree Algorithm for Computationally Efficient Matching


This project proposes and analyzes the performance of a new method for removing duplicated entries with minor spelling mistakes from a database.

This project is described in a report, found here.