Brandon Walton Email and Phone Number
I am a senior at Louisiana State University (LSU), pursuing a degree in Computer Science with a concentration in Software Engineering. I am an aspiring researcher passionate about large language models (LLMs), artificial intelligence, and cybersecurity. My experience includes developing and optimizing NLP applications such as chatbots and conversational AI tools, as well as conducting research on leveraging LLMs for malware analysis and detection. I enjoy exploring how cutting-edge technology can be applied to solve complex problems!
Louisiana State University
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Machine Learning Software Developer InternLouisiana State University May 2024 - PresentBaton Rouge, Louisiana, United StatesDeveloped and deployed MikeGPT, an AI-integrated Flutter application to assist LSU faculty and students with information retrieval.Implemented a GPT-4o-mini LLM for retrieval-augmented generation (RAG) and citation using Azure’s OpenAI services.Parsed and embedded over 32,000 LSU documents, managing data storage in a PostgreSQL database with PGVector and Docker.Created a Hybrid-Search algorithm for efficient vector similarity and BM25 full-text searches.Utilized Django and REST API framework for backend development and CRUD operations. -
Undergraduate Machine Learning Research AssistantLouisiana State University Jan 2024 - PresentBaton Rouge, Louisiana, United StatesReverse-engineered APK files and developed a Python tool integrating Dex2Jar and CFR to automate the decompilation of Android applications.Designed an iterative code summarization and classification model using OpenAI's GPT4o-mini for multi-level code analysis and malware categorization.Implemented few-shot prompting and context injection for enhanced malware classification.Published a research paper accepted by the Annual Computer Security Applications Conference (ACSAC), contributing to academic advancements in malware analysis.
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Undergraduate Llm DeveloperBasf Jan 2024 - May 2024Geismar, Louisiana, United StatesSpearheaded the development of an AI-powered chat application using GPT-4 for patent analysis at BASF.Developed an automated extraction pipeline to retrieve and parse patents using BeautifulSoup4 and Google Patents' endpoints.Built a vector database for embedding patents using Microsoft’s all-MiniLM-L6-v2 model and managed data storage with ChromaDB and SQLite3.Reduced manual analysis costs by $250,000 through AI-driven automation. -
Software DeveloperWe Greaux People Sep 2023 - Dec 2023Baton Rouge, Louisiana, United StatesCollaboratively developed a Flutter application using Agile methodologies, aimed at assisting educators with storing and managing student information.Regularly engaged with the product owner in sprint planning sessions to discuss software requirements and priorities.Developed the company’s software testing procedures and utilized JIRA and Confluence to document test results. Conducted unit, widget, and integration tests using Flutter’s testing framework and GitHub Copilot's testing features. -
Martial Arts InstructorTiger-Rock Martial Arts Feb 2019 - Aug 2023Tuscaloosa, Alabama, United StatesMentored students across various age groups, contributing to their skill development and personal growth in martial arts.Maintained a high standard of officiating in competitive settings, ensuring fair play and adherence to tournament rules at regional and national levels.Played a crucial role in maintaining consistency and quality in student evaluations, supporting their progress toward higher belt ranks.
Brandon Walton Education Details
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Senior
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General Studies -
Central High SchoolHigh School Diploma
Frequently Asked Questions about Brandon Walton
What company does Brandon Walton work for?
Brandon Walton works for Louisiana State University
What is Brandon Walton's role at the current company?
Brandon Walton's current role is LSU Computer Science - Software Engineering | Presidential Alumni Scholar | Undergraduate Machine Learning Research Assistant | Machine Learning Software Developer Intern.
What schools did Brandon Walton attend?
Brandon Walton attended Louisiana State University, Shelton State Community College, Central High School.
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Brandon Walton
Greater Richmond Region2virginia.gov, vccs.edu1 +154069XXXXX
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