Andrew Bonnah

Data Analyst

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Lexical Diversity Variability Standard Deviation vs Sentence Variability Standard Deviation

GPT-2 Medium Text Generation ~10 Million Tokens

Built a complete text generation pipeline to create a dataset of 20,000+ GPT-2 generated sequences, each around 500 tokens, yielding over 10 million tokens in total. This dataset was analyzed alongside 7 GB of AI and human text, encompassing more than 1.3 million rows. All generation and analysis were done locally, showcasing full end-to-end capability in large-scale text processing.

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

Featured Project: Investigating Post-COVID Union Dynamics

Project featured on the University of Michigan Theme Year website, analyzing union dynamics and wage trends from public data sources.

End-to-end active market ticker data pipeline showcasing web scraping, data enrichment, and analysis.

End-to-End Active Ticker Data Pipeline

An ongoing skills-focused project demonstrating web scraping, data enrichment, and analysis of active market tickers.

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

Glansis Website Redesign

Academic client-based project focused on redesigning the NOAA GLANSIS website to improve usability, visual hierarchy, and accessibility.

Koinoike branding project emphasizing visual hierarchy, typography, and product identity design.

Koinoike

Graphic design and branding project centered on creating a visual hierarchy and marketable product identity. Emphasized layout balance, typography, and tested user perception to support aesthetic appeal and functionality.

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

eGain Presentation

Professional presentation created for a case competition. Focused on visual storytelling and brand alignment.

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

Edufy

Website design project developed through Michigan Build and Launch. Contributed to developing, prototyping, and presentation of the final product during the exhibition showcase.