Shahreen Psyche

Data Scientist Intern

Intuit•  May 2019 - December 2019

• Created an Intuit-wide solution for model monitoring and deployed the Model Monitoring Service (MMS) in production along with the central AI team • Implemented Population Stability Index (PSI) along with other summary statistics metrics of data in MMS system • Developed a first pass proof of an “Anomaly Detection Service” on top of this summary statistics data so that it can trigger an alert automatically if any idiosyncratic behavior is captured by the MMS service • Received a Spotlight Award for successfully deploying MMS in production with my team • Technologies: Scala, Apache Spark, Python (Scikit-Learn, Pandas), AWS (S3, EMR, ECR, SageMaker), Docker, Maven, Jira, Git, Jupyter, IntelliJ, Big Data