Caroline Dickey Email & Phone Number

Atlanta, GA, US

San Francisco, California, US

Owns ML search ranking pipeline end-to-end: Java/Kubernetes/XGBoost service powering ~100M daily queries. Performs frequent experimentation and online A/B tests manipulating Apache Solr query parser parameters, ranking features, text similarity metrics, and offline user affinity collections.

Atlanta, GA, US

Tech lead for cross-functional ML projects. Engineered production pipeline, API, and feature extraction systems for ML models including random forest, Tensorflow image detection, BQML ARIMA, BERT and cosine similarity. Developed internal Python tooling to automate and accelerate data science workflows.

Atlanta, GA, US

Designed, developed, and deployed well-tested machine learning features and services using Python, Airflow, SQL, Docker, Kubernetes, Google BigQuery/BQML, and Dataflow.

Atlanta, GA, US

Built and maintained tooling supporting dev/ops teams including continuous deployment software, automation scripts, configuration management, and on-premise version control. Worked with development teams to plan scalable and sustainable features for 15M+ users sending 1B+ emails/day.

Atlanta, Georgia, US

• Backend software developer on Agile Scrum development team responsible for building and maintaining internal engine, component, and documentation tracking program for Delta Tech Ops employees. Accomplishments:
• Implemented a RESTful API using PHP/Laravel framework
• Led backend component of Workscope digitization project to replace the Word documents previously used by engineers
• Architected/implemented an engine autoload system to parse and import data from a legacy system, replacing a job previously done by hand

Mclean, VA, US

• Contributed to Agile Scrum framework/innovation development team in the Card Technology department.Accomplishments:
• Built logging system for next generation computer-telephony integration (CTI) client using Log4Net and aspect-oriented programming methodology
• Contributed to test library using Acceptance Test-Driven Development (ATDD) and Rhino Mocks framework for state and interaction based unit tests
• Added sub-menu feature to call center login UI and related C# backend logic to allow dynamic log level changing

Atlanta, Georgia, US

• Developed core modules for inventory tracking and configuration software (MTAC) supporting over 900 users & tracking over one million parts for 30+ different engine configurations
• Created JSON parsing tool to document engine shop orders in real time using asynchronous processing, reducing the need for physical paperwork
• Designed custom system for generating test data for 150+ MySQL database tables
• Worked 3 semesters as an intern and 2 semesters as a contractor while pursuing a degree in Computer Science

• Led NSF-funded workshops designed to introduce elementary & middle school students to Computer Science with a particular focus on young women & minorities
• Used Lego NXT robots & Android phones to make computing more accessible
• Improved appearance and functionality of AP Computer Science practice test website using Java/JavaScript/MySQL

Master Of Science - Ms, Computer Science

Bachelor Of Science (B.S.), Computer Science