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For a brief version of this, see the PDF version downloadable on the right.
Research Interests
- Machine learning and artificial intelligence with a focus on core learning methodology and their applications in finance, healthcare, and their social impact.
Education
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2018-now
Carnegie Mellon University – Ph.D. in Machine Learning.
- Advisor: Prof. Zachary Lipton.
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2018-2021
Carnegie Mellon University – M.S. in Machine Learning Research
- Advisor: Prof. Zachary Lipton
- Areas of Emphasis: Reinforcement Learning, Natural Language Processing
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2015-2016
West Virginia University – M.S. in Electrical Engineering.
- Advisors: Prof. Roy Nutter and Prof. Katerina Goseva-Popstojanova.
- Thesis: The Automatic Detection and Classification of Security Vulnerabilities in Issue Tracking Systems.
- Area of Emphasis: Computer Systems and Cybersecurity
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2009-13
West Virginia University – B.S. in Electrical Engineering
- Area of Emphasis: Bioengineering and Biometrics
- Graduated Magna Cum Laude from the Honors College
Work Experience
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2023
Founder and CEO of Performance Photo
- Developed and implemented novel machine learning techniques and pipelines. (see project page for more info)
- Lead a team of 3 machine learning PhD's to solve our fundamental problems.
- Developed cradle-to-grave in-house ML tooling and pipelines.
- Served thousands of customers, hundreds of events, and hundreds of thousands of photos.
- Achieved 97% rank-5 accuracy in our racer re-identification pipeline, where out of the box models achieved less than 20% accuracy.
- Quadrupled the performance of text spotting pipelines on our task.
- Leveraged modern LLM's (i.e. Foundation Models) for multiple tasks, including intelligent web scraping and photo album to event matching.
- Our technology is being sold.
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2017-now
Electronics Engineer at the U.S. Army Research Laboratory
- I was the technical integration lead for The Technical Cooperation Program (TTCP) Contested Urban Environment (CUE) strategic challenge. See here for more information.
- As part of a small team, I designed, developed, and maintained the Open Standard for Unattended Sensors.
- Lead many projects.
- TS/SCI Clearance.
- From 2017-2018, I worked in the Network Sensing and Fusion Branch where we focused on combining information from many multi-modal sensors to make intelligent decisions and predictions.
- Since 2018, I am part of the Context Aware Processing Branch where we focus on the theoretical underpinnings of data fusion.
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2016
Graduate Research Assistant under Prof. Goseva-Popstojanova at WVU
- Built a system for NASA that was used to classify software issues as potential security threats or not. This system was implemented and used to prioritize the urgency of which to solve current issues.
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2015-2016
Graduate Research Assistant under Prof. Roy Nutter at WVU
- Built a system that makes a dossier of a person based on personally identifiable information, including images. The dossier included a profile measuring an individuals exposure on the internet. See the project for more details.
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2015
Systems Technician at WVU Engineering School Help Desk
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2015
Day Trader at Hold Brothers Captial
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2014
Proprietor, Tyo Drafting and Design
- Provided drafting and design services to a few local businesses
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2014
Electrical Engineer Intern at Catawba Nuclear Station
- Developed a plan to upgrade a subsection of the plants valve controllers and integrate them into the DCS
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2013-2014
Research Intern at WVU Department of Biochemistry
- Utilized R and Python to perform data analysis on several genomic projects in Dr. Peter Stoilov's lab
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2013
Electrical Engineer Intern at Jacobs Engineering
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2012-2013
Sales Advisor at Vector Marketing
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2012
Electrical Engineer Intern at Taggart Global
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2011
Electrical Engineer Intern at Taggart Global
Honors and Awards
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2020
- Received computation grant from the Pittsburgh Supercomputing Center
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2012
- Recipient of the IEEE Power and Energy Society PLUS scholarship
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2011
- Health Sciences and Technology Academy (HSTA) member and scholarship recipient
- Students of Excellence Scholarship Recipient
- Mountaineer Scholarship Recipient
- Engineering Achievement Scholarship Recipient
Services
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Organizations
- 2015-2016: Vice-President of CyberWVU
- 2015-2016: President of the WVU Chapter of the IEEE Honors Society Eta Kappa Nu
- 2014-2015: Recording Secretary of the WVU Chapter of the IEEE Honors Society Eta Kappa Nu
- 2013-2014: Treasurer of the WVU Climbing Club
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University Committees
- 2022: MLD speaking skill evaluator
- 2021: MLD Peer (mentor for PhD student support group)
- 2020: Ph.D. admissions committee for the CMU Machine Learning Department
- 2019: Open House committee for the CMU Machine Learning Department
- 2019: Open House committee for the CMU Machine Learning Department
- 2019: PhD Retreat committee for the CMU Machine Learning Department
- 2018: Master's admissions committee for the CMU Machine Learning Department