Work Experience

Data Scientist II, CCC Information Services, Chicago, IL

  • Predictive and prescriptive modeling with model deployment (Python, Java)
  • Customer analytics and forensic analysis
  • Workflow standardization and automation (Luigi, Airflow, Spark, Docker, Kafka)
  • Data lake architecting on Amazon Web Services (AWS)
  • Machine learning enablement on the cloud
  • Data science model research and enhancements

January 2019 - Current

Data Scientist I, CCC Information Services, Chicago, IL

  • Predictive and prescriptive modeling with model deployment (Python, Java)
  • Customer analytics and forensic analysis
  • Workflow standardization and automation (Luigi, Airflow, Spark, Docker, Kafka)
  • Data extraction, transformation, and loading (SQL)
  • Image analysis, computer vision, and deep learning (OpenCV[Python], Tensorflow, Keras)

June 2017 - January 2019

Lead Data Science Instructor, General Assembly, Chicago, IL

  • Lead instructor for the part-time data science program (April’19 cohort)
  • Taught data science topics including,
    1. data science workflow
    2. introduction to python programming
    3. python programming for data science
    4. statistics and linear algebra for machine learning
    5. supervised and unsupervised machine learning
    6. natural language processing

April 2019 - June 2019

Informatics Researcher, Yale University School of Medicine, New Haven, CT

  • Web scraping (Python) and API data collection (Twitter)
  • Natural language processing
  • Propensity modeling

March 2017 - September 2018

Data Scientist, Digital Youth Network, Chicago, IL

  • Customer analytics (R)
  • User segmentation, behavior analysis, and trajectory mapping
  • Customer retention/churn modeling
  • Multi-stakeholder recommender system (perception)

December 2015 - June 2017

Qualifications

Programming and Tools: Python, Spark, SQL, Java, R, Matlab, Git, Bash, HTML, Javascript, C++
Machine Learning: Scikit-Learn, statsmodel, TensorFlow, Keras, PyTorch, AWS SageMaker, MLlib

Education & Credentials

Credential of Readiness (CORe), Pass With Honors, Harvard Business School Online, Online certificate

August 2019

Deep Learning Specialization, deeplearning.ai, Online certificate

February 2018

M.S. in Predictive Analytics, With Honor, DePaul University, Chicago, IL

June 2017

B.A. in Economics, Magna Cum Laude, Ripon College, Ripon, WI

May 2015

B.A. in Business Management, Magna Cum Laude, Ripon College, Ripon, WI

May 2015

Publications