Data Scientist
Aware
May 2022-Present (Interned January 2022-May 2022)
- Added pre-processing features to improve model performance and migrated pipeline infrastructure for 5 models to AWS Sagemaker.
- Refactored an RNN Language Model and added support for 4 languages alongside transliterated text. Model training time was cut by 25%.
- Conducted end-to-end unit testing on model pipelines and Exploratory Data Analysis on possible ethical or performance concerns.
- Member of Culture Committee and led biweekly Journal Club discussing the latest in Machine Learning/Academia.