ML Model delivery as a serviceMy team is responsible for productionizing batch models. This involves code conversion from sas to pyspark, setting up data quality checks, Pyspark code refactoring, performance tuning, configuring data quality checks, and orchestrating the model execution on a cadence (daily/monthly) etc.

- Continuation of Summer 2022 internship focusing on MLOps- Created AWS Lambda Function that reads in survey data from a pre-existing Lambda function and writes to AWS Dynamo Database- Implemented AWS Lambda function ability to detect when a new survey data file lands in an AWS S3 bucket

- Performed exploratory data analysis on ticketing data as a precursor to modeling. This led to business decisions being made after I presented the findings to our stakeholders. - Performed data dimensionality reduction using Sklearn-tSNE in order to create data visualizations to illustrate poor separation of classes.- Created and trained machine learning / deep learning models. Recorded results and presented to engineering team and stakeholders. - Preformed hyperparameter tuning on… Show more - Performed exploratory data analysis on ticketing data as a precursor to modeling. This led to business decisions being made after I presented the findings to our stakeholders. - Performed data dimensionality reduction using Sklearn-tSNE in order to create data visualizations to illustrate poor separation of classes.- Created and trained machine learning / deep learning models. Recorded results and presented to engineering team and stakeholders. - Preformed hyperparameter tuning on best performing machine learning model (Random Forest) and tf-idf using Sklearn-GridSearchCV and Sklearn-RandomizedSearchCV- Extended Flask REST API to process survey responses in bulk Show less

- Collaborated in an Agile development process that used Scrum methodologies such as stories, daily stand ups, ten day timeboxes, sprint planning/reviews/backlog using JIRA and Confluence- Created a Spring/Moneta Boot application in IntelliJ and integrated a Camunda BPMN Model and DMN Decision Table. Established connectivity to a JPMC internal API- Created a REST API service using Spring Boot and uploaded the project to the internal cloud platform - GAIA. Used Postman to validate GET… Show more - Collaborated in an Agile development process that used Scrum methodologies such as stories, daily stand ups, ten day timeboxes, sprint planning/reviews/backlog using JIRA and Confluence- Created a Spring/Moneta Boot application in IntelliJ and integrated a Camunda BPMN Model and DMN Decision Table. Established connectivity to a JPMC internal API- Created a REST API service using Spring Boot and uploaded the project to the internal cloud platform - GAIA. Used Postman to validate GET and POST requests Show less

- Cooperated with team members to fulfill ordersin a fast-paced work environment. - Communicated effectively with team members and customers.- Ensured order accuracy and maintained menu knowledge.

- Handled customer purchases, returns, and resolved issues in atimely manner. - Oversaw the training of new employees- Worked in a team environment to fulfill customer needs.- Assisted customers in navigating company's web services.