Research Assistant - AppleSeedLab, Orlando FL
August 2022 - Present
- Developed pipeline to transfer data from various government datasets into a singular resolved dataset in Python using libraries like Pandas
- Wrote queries to create, manage, and access Neo4j Graphing database using Cypher
- Worked with data extracted from various financial institutions including holdings, government registrations, transactions, mergers, etc.
- Worked on a project under DARPA which allowed collaboration with other organizations like Financial Industry Business Ontology.
- Analyzed datasets for patterns to automate information extraction under the direction of the FDIC
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Research Assistant - Genetic Computation Lab @ UCF, Orlando FL
May 2020 - July 2022
- Led an individual research project on Genetic Algorithms
- Worked with major Python libraries including Scikit-Learn
- Published two research papers
- Developed genetic algorithm program focused around modularization and interchangeability
- Implemented algorithm from different authors descriptions of implementations
- Utilized large data sets to train linear regression models utilizing different genetic algorithms in an ablation study
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Research Assistant - Natural Language Processing Lab @ UCF, Orlando FL
May 2020 - July 2022
- Designed new metric for automatic text summarization evaluation
- Worked with different natural language automatic text summarization
- Discovered and implemented various preexisting text summarization evaluation metrics
- Evaluated hundreds of texts summaries
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