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Graduate Research (In Progress)

Utilized machine learning techniques to train, test, and deploy computer vision systems.

Programmed remote drone with computer vision system to further testing and evaluation processes of AI.

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casafy.ai

Co-founded a company focused on generating novel leads for the real estate industry. 

Trained, tested, and evaluated CV systems in Python with OpenCV to best fit consumer needs. Separate CNNs were constructed with PyTorch and JAX to further data analysis and sales opportunity. 

Created value analysis structure utilizing private and public data derivatives to minimize API call cost.

Club Projects

FSAE Anti-Roll Bar Design

Anti-roll bar designed for FSAE competition car. Project required calculation of expected responses from external forces to select materials for final design.
Work completed in Siemens NX.

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FSAE Upright FEA

FEA analysis of suspension upright during acceleration case. Utilized springs in place of brake structure to increase simulation simplicity and speed.
Work completed in ANSYS Workbench.

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Dual-Stage Planetary Transmission Optimization

A collection of programs have been created to selected the best choices for gear sizes in a two-stage in-hub planetary gearbox. One of the programs have been added below to map the FOS of a selected gear interaction over a number of endurance races.

FOS Mapping Program

This program has been created to calculate the Factor of Safety (FOS) for gear wear at selected driving distances.  Two forms of FOS are calculated, the FOS of wear and the FOS of bending of the gear teeth. The most likely point of failure is the sun gear, so this program is currently written to focus on that part of the two-stage planetary transmission. The wear FOS graph has been added to the right, click to enlarge.
Work completed in MATLAB.

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Class Projects

Toy Snake Rattle

CAD assembly of rattlesnake rattle for rapid prototyping class. Joint linkage and mechanism restrictions were designed for additive manufacturing.
Work completed in PTC Creo.

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Sophomore Design Project

Render of doorknob sanitization device. Device is adhered to door surface, and when force is applied to the front panel cleaning aerosol is released. 
Work completed in Siemens NX.

Final Design Render_edited.jpg

EPICS Throttle Control Program

Arduino program detailing motor mapping for user control. Click below for fully commented program.

Latch Assembly for CGT163

Assembly animation completed for computer graphics course. 
Work completed in CATIA V5.

Latch Assembly.JPG
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