Portfolio  /  AI · UX · NLP

Scott Lineberger

AI Integration Lead · UX Designer · NLP Practitioner. Building analyst tools, translation technology, and language-aware interfaces.

LEXI

Websites

News
News Website v1.0

First iteration of a news aggregation and display site.

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News
News Website v2.0

Redesigned news site with improved layout and experience.

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Creative
Haiku Website

A creative writing showcase built around haiku poetry.

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Analyst Tools
Analyst Workbench v1.0

First version of an analyst-facing data exploration tool.

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Analyst Tools
Analyst Workbench v2.0

Second iteration with improved interactions and features.

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Analyst Tools
Analyst Workbench v3.0

Latest and most refined version of the analyst workbench.

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NLP
Wordcloud Visualizer

News-driven word cloud visualization for quick content analysis.

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Flask
NLP Toolkit

Deployed NLP Flask application with NER, POS tagging, and romanization capabilities.

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Coming Soon
Federated Search Tool

Multi-source federated search interface for translation and research workflows.

Personal
Family Album

A personal photo album website.

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Class Project
Dice Roller

Interactive dice rolling application built as a class project.

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Class Project
QR Code Generator

Generate QR codes from any website URL.

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Data Science

Project Description Notebook
Great Schools Leveraging the Great Schools API to compare local schools Open in Colab
NBA Over/Unders Using the NBA API to track team win totals Open in Colab

NLP Projects

Project Notebook
Basic NLP Techniques Open in Colab
NLP Text Processing Pipeline Open in Colab
NLP on Chinese Text Open in Colab
eCornell Notes Open in Colab
NER Flask Tool Coming soon
POS Flask Tool Coming soon
Federated Dictionary Tool Coming soon
Website to Wordcloud Coming soon
Train/Test/Validate Dataset Splitting Coming soon
FastText Document Similarity (eCornell) Coming soon
SANS Course Notes Coming soon

Machine Learning & Deep Learning

Coming Soon
Machine Learning Projects

Classification, regression, and model evaluation projects currently in development.

Coming Soon
Deep Learning Projects

Neural network and deep learning experiments currently in development.