Load Balancer in C++
In progressA server and load balancer built from scratch in C++. It currently supports round robin distribution with limited capabilities, and is being extended to cover the full set of round robin features.
Computer Science · University of Central Florida
Andrew Kelton
Senior at UCF building systems, machine learning, and high-performance software, from parallel C++ classifiers to multi-agent AI tools and geospatial web apps.
01 About
I'm a senior studying Computer Science at UCF in Orlando, Florida. Growing up I watched my brothers study Computer Science and Electrical Engineering and knew I wanted to contribute meaningfully to the world around me through technology.
On the technical side I'm interested in systems programming, machine learning, and high-performance computing. In Spring 2025 I researched parallel TF-IDF text classification in C++ (see Projects). Last summer I interned at Urban Sky in Denver as an AI Systems Intern, where I built and deployed a conversational multi-agent system that lets non-technical teammates query manufacturing data and generate reports.
Outside of engineering I'm passionate about strength training and personal development. The discipline I bring to the gym carries over into my work: consistent, methodical, and focused on continuous improvement. I hope you enjoy my site :)
02 Experience
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AI Systems Intern · Urban Sky
Denver, CO
- Led end-to-end delivery of a production multi-agent AI assistant integrated with the company’s MRP system, from requirements and design through deployment and maintenance, serving over 50 users across 3 departments.
- Partnered with Manufacturing, R&D and Finance stakeholders to gather requirements, prioritize features, and iterate on user feedback as each team’s technical point of contact.
- Built capabilities to answer manufacturing, R&D, and financial data questions and generate charts, graphs, and CSV exports on request, reducing manual report time by days.
- Provisioned and deployed cloud infrastructure on AWS using Terraform, Docker, and Conda, owning the full software development lifecycle.
- Presented system architecture, capabilities, and business use cases to technical stakeholders and non-technical end users.
03 Projects
Pick a folder to open it. Arrow keys flip between projects.
Lee County Incident Map
In progressAn interactive web map that visualizes public incident data from the Lee County Sheriff's Office. Incidents appear after a 48-hour delay per public records policy, letting residents explore local activity by location and incident type.
A Parallel TF-IDF Implementation in C++
CompletedA multithreaded TF-IDF vectorizer and text classifier written in C++. It computes TF-IDF scores across a training corpus, sorts documents into categories, then classifies unseen documents using cosine similarity (0.8 trained : 0.2 un-trained ratio). The first multithreaded TF-IDF implementation for efficient text classification in C++.
Project 1 / 3
04 Skills
Languages
- C / C++
- Python
- Java
- Bash
- SQL
- GoLang
- JavaScript
- HTML
- Rust
Frameworks & Libraries
- Flask
- scikit-learn
- PyTorch
- CrewAI
- Tkinter
- Django
- React
Concepts & Tools
- Data Structures & Algorithms
- Git
- Machine Learning
- Parallelism / Multithreading
- Sytems Programming
- APIs
- Databases
- Terminal
- NLP
- Cloud Services
- Microsoft 365
Strongest Comfortable Familiar
05 Contact
Open to internships and full-time software/systems engineering roles. Say hello!