Experience
Amazon Web Services
Software Dev Intern (ML)
- Part of an internal investigative team aiming to quantitatively benchmark user/developer experience across AWS.
- Overhauled a pipeline to ingest unstructured user sessions into a data lake with AWS Lambda, S3, and Glue.
- Optimized a screenshot labeling process used to categorize user activity through AWS Rekognition and A2I.
Tanium
Software Engineer Intern
- Developed RESTful API routes and frontend elements for a new interface that audits user CRUD operations on a PostgreSQL DB.
- Improved customer visibility into the server console’s state by 10x for Tanium's Threat Response product.
- Exercised test-driven development and data validation using Jest, Jasmine, and Joi to ensure UI and API reliability.
- Delivered rapid improvements & bug fixes in a Knex.js and React TypeScript monorepo, tracked using Jira Kanban.
Union Pacific Railroad
Technology Intern
- Generated rail shipment pricing models with up to 97% accuracy utilizing Salesforce CRM Analytics and XGboost.
- Decreased error margins of price estimations by 31% versus an existing 3rd party pricing analytics solution.
- Created and deployed an Angular application to fetch predictions from said models, currently used by the sales team.
- Practiced data lookup, parsing, and cleaning from internal Teradata relational databases with SQL and Pandas.
Exoskeleton & Prosthetic Intelligent Controls (EPIC) Lab - Georgia Tech
Undergraduate Research Assistant
- Analyzed data across 400+ experimental trials to discover optimal human exoskeleton torque assistance profiles.
- Automated a data pipeline for N-D signal time series into MATLAB structures for convenient access and distribution.
- Optimized data loading for ConvNet gait phase estimators to be 25x faster with NumPy vectorization.
