Projects
Yelp Review Summarizer with Gemini API
- Utilized a mix of data science python libraries and SQL to wrangle, analyze, normalize, and clean hundreds of thousands of entries of Yelp review data from a selection of North American metropolitan areas
- Created relevant visualizations using DataBricks and Tableau in order to wrangle data in accordance with measured business insights
- Integrated Google Gemini API, into a program that summarizes the consensus of a business’s reviews to deliver key insights to the end user, while using LangChain runnables to automate the process at scale
- Led my team to achieve 1st place out of 10 teams in a competition for our use of storytelling through data and use of business-minded justification for key decisions
Digital Transformation Strategy for SMB
- Implemented a tech solution that led to 118% profitable revenue growth for a non-tech-savvy SMB.
- Designed system architectures using UML (use-case, Gantt, activity diagrams) to align technical and non-technical stakeholders.
- Applied critical thinking, complex ideation, and research to uncover opportunities and mitigate team risks.
- Collaborated with a cross-functional team to build a C-level presentation that communicated the business value of digital transformation.
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