PECAN

Programming Encoder Classification Analysis Network

Advancing Lightweight AI for Programming Language Identification

AISX Lab, Louisiana State University – Faculty Advisor: Dr. James Ghawaly | Research Collaborator: Jackson Descant

Overview

PECAN (Programming Encoder Classification Analysis Network) is my LSU AISX Lab research project on lightweight programming language identification. This page gives a quick context, while the poster and thesis draft provide the full methodology, experiments, and results.

Research Focus: Accurate language identification with compact models designed for practical use.

Research Artifacts

The poster and thesis draft are the primary deliverables for this project and include the full problem framing, key challenges, approach, and results.

PECAN Poster (Current Draft)

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Honors Capstone Thesis (Current Draft)

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Download CV (PDF) →