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Linn Atlanta, GA
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Linn's Portfolio

Web Developer
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About Me

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Background

I grew up in Norway and have always loved games - not just playing them, but understanding how they're made. That curiosity brought me to Atlanta, where I'm now studying computer science.

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Education

I'm currently a senior studying Computer Science at Georgia State University. I'm proud to be a part of the university's Honors Program, where I've been able to pursue advanced coursework and research opportunities in my field.

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Research Work

While pursuing my studies, I've been actively involved in research with the Computer Science Department on two ongoing projects. I contribute to the NSF CoSea project analyzing computer science education data, and I've also developed both the Lambda Calculus and Relational Algebra visualization tools as part of theoretical computer science research initiatives.

Projects

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ZIP-Level Home Value Growth Prediction

A comprehensive machine learning model that predicts home value growth at the ZIP code level using historical real estate data, economic indicators, and demographic factors. Built with Python, scikit-learn, and advanced feature engineering techniques.

Python Machine Learning Scikit-learn Pandas Data Science
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Employee Management System

A comprehensive Java-based enterprise application developed as a team project for CSC3350 Software Development. Features role-based authentication, CRUD operations, payroll management, and advanced reporting capabilities with complete database integration and extensive test coverage.

Java Database Software Engineering Team Project CRUD Authentication
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Relational Algebra Visualizer

A Dash-based interactive web application for visualizing and constructing relational algebra queries. Features a graphical interface using dash-cytoscape for building complex database operations with support for custom SQLite databases and comprehensive relational operations.

Python Dash SQLite Cytoscape Database Visualization
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NSF CoSea Workflow

A comprehensive data analysis pipeline for processing and analyzing Georgia High School computer science course data. Combines SQL scripts and Jupyter notebook workflows to analyze CS course enrollment demographics, teacher certification, and compute representation indices across different locale types.

Python SQL PostgreSQL Pandas Data Analysis Education Research
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Lambda Calculus Visualizer

An interactive Dash-based application for visualizing and evaluating lambda calculus expressions. Features step-by-step beta reductions with an interactive tree view using dash-cytoscape, supporting arithmetic operations and complex lambda expression parsing with visual feedback.

Python Dash Cytoscape Lambda Calculus Visualization Theory

Contact

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Email

linnerlek@gmail.com

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