Nicole Perez's Projects
Scheduling counts for 900+ units in regional system for federal use estimate process
Estimate visits to regional parks system in 2018 for federal use estimate process
Analysis of bone marrow scRNA data
Using historic counts, create automatic anomaly detection for targeting audits
Computational Techniques for Genomics
Personal coursework from Machine Learning Fundamentals (CSCI 5521, UMN)
Scripts and notebooks related to presentations/classwork for the UMN course CSCI 8980
Wrangling ACS summary file data for expansion of disparities dashboard to disaggregations other than race (disability status, age, etc.)
Following the Python package tutorial here: https://packaging.python.org/en/latest/tutorials/packaging-projects/
Calculate totals for FHWA safety performance targets
Wrangle StreetLight freight origin-destination analysis
Exploration done for DSMMA project on detection of binary neutron star coalescences
Python package w/ classes and methods for the Mercy data science team's work
Applying ZeroER to MN traffic data
Comparison of NER methods (both free/proprietary) relevant to Mercy data scientists
Al Exito Iowa's Nuestro Iowa data dashboard
A high-precision PU-Learner based EWS for student depression
Calculate congestion metric for regional network for Regional Solicitation application
A learning-based method for high-fidelity database generation.
Compact, easy-to-maintain unsupervised ER with existing SOTA tech
Making API calls to the StreetLight data platform using the R language
R website for Suburban Change project
Temporal clustering to group suburban areas; random forest to reverse engineer driving factors for each cluster
profile README
Update code to pull data from loop detectors, optimizing performance and readability, and converting to a modular, function-based format
Work for the CSCI 5707 final project
Package with functions to pull sensor data, sensor IDs, and sensor configuration for MnDOT metro district