Experience

Machine Learning Engineer - Olive AI

Boston, MA

• Designed and implemented architecture, supporting thousands of API calls daily, to automate prior authorizations reducing decision time by an average of 10 days
• Optimized ML training pipeline by decreasing time to process millions of medical documents from 20 hours to 30 minutes by implementing efficient ETL pipelines in Databricks using PySpark
• Built a highly scalable NLP feature generation pipeline using FastAPI and Azure Kubernetes Service to be used by other core engineering teams
• Developed and maintain internal-use Python packages for data processing, code generation, and feature computation to add major functionality to AI products

July 2022 - Current

Machine Learning Engineer - IAAD-UK

Remote, U.K.

• Built an end-to-end license plate recognition system achieving 94% accuracy
• Developed using Python, TensorFlow, OpenCV, and deployed using Docker, FastAPI, and AWS ECS
• Reduced computing costs from MVP by 46% by cutting image processing time by 67%

Feb 2021 - Jun 2021

Data Science Intern - RSA Insurance Group

Horsham, U.K.

• Forecasted motor insurance claims using time series methods (ARIMA) in R
• Incorporated 3rd party weather data into the model to improve short-term forecasts
• Integrated R-based forecasts into Excel, for use by actuaries with little coding experience

Dec 2017 - Dec 2019