Andrew Bonnah

Data Analyst

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Featured project analyzing Post-COVID union dynamics and wage trends for University of Michigan Theme Year.

Post-COVID Union & Wage Trend Analysis (Featured Research)

Analyzed labor union activity and wage trends using multiple public datasets to identify post-COVID structural shifts in employment and compensation patterns.

Lexical Diversity Variability Standard Deviation vs Sentence Variability Standard Deviation

GPT-2 Text Analysis Pipeline

Custom GPT-2 workflow for large-scale linguistic analysis. Processed 7GB of human and AI-generated text, producing statistical and visual comparisons across 1.3M+ rows using Python, Matplotlib, and Seaborn.

Redesign of NOAA GLANSIS website focused on usability, visual hierarchy, and accessibility improvements.

User-Tested NOAA GLANSIS UX Redesign

Redesigned NOAA GLANSIS web interface with a focus on usability, accessibility, and visual hierarchy through iterative UX design and prototyping.

Professional eGain presentation for a case competition, highlighting visual storytelling and brand alignment.

eGain Case Competition Strategy Deck

Developed a structured, narrative-driven presentation for a case competition, emphasizing data-driven storytelling and brand-aligned communication.

Edufy website design project including prototyping, development, and exhibition showcase contributions.

Edufy Product Design & Prototype

End-to-end product design project including wireframing, prototyping, and iteration. Contributed to development and final presentation during a university showcase.