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Hi there šŸ‘‹

  • Iā€™m currently a clinical data scientist with Mercy hospitals
  • I'm passionate about human health and impacting care delivery for the better!
  • I'm also a student at the U of MN in the data science master's program, minoring in data science in multi-messenger astrophysics...because, why not?

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Nicole Perez's Projects

csci5521 icon csci5521

Personal coursework from Machine Learning Fundamentals (CSCI 5521, UMN)

csci8980 icon csci8980

Scripts and notebooks related to presentations/classwork for the UMN course CSCI 8980

example_pkg icon example_pkg

Following the Python package tutorial here: https://packaging.python.org/en/latest/tutorials/packaging-projects/

freight-o-d icon freight-o-d

Wrangle StreetLight freight origin-destination analysis

grav-waves icon grav-waves

Exploration done for DSMMA project on detection of binary neutron star coalescences

mercypy icon mercypy

Python package w/ classes and methods for the Mercy data science team's work

nerding-out icon nerding-out

Comparison of NER methods (both free/proprietary) relevant to Mercy data scientists

pul-thru icon pul-thru

A high-precision PU-Learner based EWS for student depression

sam icon sam

A learning-based method for high-fidelity database generation.

simpler icon simpler

Compact, easy-to-maintain unsupervised ER with existing SOTA tech

streetlight-api icon streetlight-api

Making API calls to the StreetLight data platform using the R language

tc-loop-sensors icon tc-loop-sensors

Update code to pull data from loop detectors, optimizing performance and readability, and converting to a modular, function-based format

tc.sensors icon tc.sensors

Package with functions to pull sensor data, sensor IDs, and sensor configuration for MnDOT metro district

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