Notable Projects:

• Designed and implemented processes for automated extraction of values from tax forms using large language models and computer vision models
• Performed statistical analyses on client-specific consulting projects in the agricultural industry
• Created a custom PDF “chunking” algorithm to aid in retrieval-augmented generation for an internal chat bot
• Used internal pricing data to generate reports and data on engagement pricing for leaders throughout the firm

Notable Projects:

• Cleaned, explored, analyzed, and presented relevant business insights from 4 large public datasets focused on crop insurance policies and claims
• Performed monthly data experiments and presented the results to business partners to facilitate decision making in new business models
• Used economic theory to assess value of new business models from the the farmer’s point of view

Notable Projects:

• Developed R Shiny applications within the Golem framework for 5 internal projects which were hosted in the production environment and experienced heavy use by up to 300 users
• Contributed functions and documentation to 4 internal R packages for easier operations with Azure Datalake and Azure Database
• Automated PowerPoint creation with R to populate template slide decks with data and information about any subgroup of the firm
• Extracted usable datasets from firm databases using Tidyverse data manipulation principles so leaders can assess progress