Portrait of Brendan Walls

Hello, I'm

Brendan Walls

Full Stack Developer

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About Me

Your Name
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Experience
3+ years
Software Development
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Education
Bachelor of Science
Computer Science
Summer 2026

I am a fullstack developer pursuing a Bachelor of Science in Computer Science, expected to graduate in Summer 2026. I have over 3 years of experience in software development, specializing in backend and machine learning development. My passion lies in creating meaningful tools and applications for users.

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Skills

Data Stuctures
Algorithms
Python
Java
HTML
CSS
Node.js
React
FastAPI Logo FastAPI
Machine Learning and Genrative AI
Data Analysis and Visualization

Experience

Vairav Technology - Remote, VA

Software Engineer Intern May 2025 - Today
  • Automated log parsing using machine learning and retrieval-augmented generation (RAG).
Machine Learning Engineer Intern June 2024 - December 2024
  • Worked with MLOps and AI system deployment, including model versioning and monitoring.
  • Developed a machine learning model for anomaly detection, achieving 96% precision, accuracy, and recall. Protecting company computer systems.

James Madison University - Harrisonburg, VA

Research Assistant January 2025 - May 2025
  • Worked with a professor and graduate student to study wild chimpanzee locomotion
  • Fine-tuned, DeepLabCut, a pose estimation computer vision model to track chimpanzee locomotion, enabling accurate movement analysis for the biology research team’s study.
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Projects

Screenshot of Project 1

Film Finder

A web application powered by a machine learning model that predicts movie similarity based on user input, this app provides personalized movie recommendations. The app is designed to be user-friendly and visually appealing, making it easy for users to find movies they will love.

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Screenshot of Project 2

Duke Dog AI

A RAG chatbot application that allows freshman students to ask questions about anything they need to get through their first year at James Madison University.

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