Troy Allen

Troy Allen Email and Phone Number

Software Engineer @ Conduent
Atlanta, GA, US
Troy Allen's Location
Atlanta, Georgia, United States, United States
About Troy Allen

Software Engineer and dual Master's student at Georgia Tech (Computer Science & Analytics). I specialize in building ML pipelines, full-stack applications, and optimizing system performance to solve real-world problems.

Troy Allen's Current Company Details
Conduent

Conduent

View
Software Engineer
Atlanta, GA, US
Website:
conduent.com
Employees:
36634
Troy Allen Work Experience Details
  • Conduent
    Software Engineer
    Conduent
    Atlanta, Ga, Us
  • Georgia Institute Of Technology/Shepherd Center
    Applied Ml Intern
    Georgia Institute Of Technology/Shepherd Center May 2024 - Sep 2024
    Atlanta, Georgia, United States
    • Engineered a machine learning pipeline to predict pressure ulcer occurrence in 53,494 spinal cord injury patients using neural networks and logistic regressions with PyTorch and scikit-learn• Aided clinical decision-making by deriving 30 cutpoints for pressure ulcer risk factors using decision tree classifiers• Streamlined model accessibility by developing a RESTful API with Flask and containerizing models with Docker• Improved model accuracy by 18% through collaboration with clinicians and domain-specific feature engineering
  • Florida State University
    Undergraduate Researcher
    Florida State University Jan 2019 - Dec 2021
    Tallahassee, Florida, United States
    • Created a comprehensive database of U.S. mass shootings spanning 39 years (1980-2018) on a $289k grant• Architected a multi-threaded C++ application using Tesseract OCR and regex for extracting and categorizing shooting incidents from historical newspaper images, boosting research speed by 200%• Performed statistical analysis revealing stable trends in mass shootings and a 9% presence of assault weapons
  • Florida State University
    Research Assistant
    Florida State University Jan 2021 - May 2021
    Tallahassee, Florida, United States
    • Optimized foot patrol distribution in Las Vegas by implementing Dijkstra’s algorithm in C++ using hotspot data• Wrote the 2020 Annual Report and compiled numerous literature reviews for Dr. George Pesta
  • Florida State University
    Teaching Assistant
    Florida State University Jul 2020 - Dec 2020
    Tallahassee, Florida, United States
    • Managed instruction for 75 students, including lecture delivery, office hours, and assessment development

Troy Allen Education Details

Frequently Asked Questions about Troy Allen

What company does Troy Allen work for?

Troy Allen works for Conduent

What is Troy Allen's role at the current company?

Troy Allen's current role is Software Engineer.

What schools did Troy Allen attend?

Troy Allen attended Georgia Institute Of Technology, Georgia Institute Of Technology, Florida State University.

Who are Troy Allen's colleagues?

Troy Allen's colleagues are Şerife Pektaş, Susana Ko, Michael Tan, Nicholae Williams, Zarian Morris, Vijaykumar Reddy, Jestin Joseph.

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