Evan's Portfolio

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Hi! I'm a data scientist and aspiring ML engineer. I just graduated from the University of Maryland in May, 2024 with a B.S. in Computer Science and Physics. I'm passionate about extracting useful trends from data and enjoy learning about new Computer Vision and NLP research.

I'm currently performing DS & front-end software engineering at NAVAIR.

I built this portfolio to display my skills and interests efficiently and aesthetically. As I'm in the early stages of creating this portfolio, most content is missing and/or needs refinement, but please look around at what I do have so far!

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Experimental physics research project: polarization drift in buried fiber optic cables

This page gives a broad overview of my research experinece to those not familiar with physics, with a focus on how my workflow methedology evolved.

If you want a more standard summary of my research, here is my research paper.

0. Introduction

During my last year studying Physics and Computer Science at the University of Maryland College Park, I worked part-time on an independent experimental physics research project under the supervision of Dr. Joe Britton at the Britton Trapped Ion Laboratory.

In addition to practicing coding and physics-related hard skills, I learned to create and manage an independent workflow dedicated to tackling open-ended, birds-eye research goals. This was a process of synthesizing knowns, known unknowns, and unknown unknowns together to continuously re-evaluate my priorities.

Stumbling through and improving this process helped me realize how much I had to learn about efficient decision making and future-proofing a project with unclear endpoints.

1. Outline of research goals for non-physics people

Quick summary based off presentation:

My outlook at this point:

Technical skills used: (stuff to build experiment)

Workflow skills used: synthesizing research papers, TODO

Polarization representation

Poincare sphere picture.

Caption: “Every point on the unit sphere represents a different state of polarization (SOP), and every SOP corresponds to a unique point). We need two degrees of freedom to define an SOP.”

Dropdown description: We describe unit vectors using 3 coordinates (x, y, z). Sphere equation limits dof to 2 (if you know two coordinates, you can calculate the third) …

Experimental setup

Picture of experimental setup

Caption: TODO

2. TODO