Experience

Research

January 2024 - Present

  • Collaborating with postdoctoral researcher at University of Michigan analyzing deidentification algorithms in depth as a continuation to my NeurIPS 2023 report in differential privacy
  • Observing features of the privacy-preserving techniques that result in outliers due to noise and exploring reasons for these differences in the balance between utility and privacy

Knexus Research Coroperation

May 2023 - Aug. 2023

  • Explored the behavior of data deidentification in the Collaborative Research Cycle NIST Program
  • Evaluated outliers in the synthetic data in an archive of over 450 deidentified data samples produced by the NIST Diverse Community Excerpts Benchmark Data using Python libraries Pandas and Numpy
  • Calculated bipartite graphs to analyze the differences between different synthetic data reports
  • Collaborated with mentor and team to compile findings in a report for NeurIPS 2023 Track Datasets and Benchmarks
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Computer Lab Maintenance

Jan. 2019 - Aug. 2019

  • Ensured optimal computer performance through system checks and troubleshooting
  • Worked with a team to fix any existing computer problems related to software using a preprogrammed application installed on the computers