Head of Data2020 - PRESENTRemedy Applications, LLC
Technologies: Amazon Web Services (AWS), Python 3, AWS
- Designed and architected HIPAA-compliant data warehouse for data ingestion, aggregation, data consistency, and reporting.
- Implemented a data visualization tool, Amazon QuickSight, to deliver KPIs across the business.
- Oversaw the implementation of the data dictionary and data definitions for the company-wide alignment of business processes and development.
Senior Data Scientist | Founder2015 - 2020Cerebri AI, Inc.
Technologies: Keras, NLTK, Pandas, NumPy, SciPy, Scikit-learn, Apache Airflow, Spark, Scala, Python 3
- Architected a machine learning operations framework to govern and orchestrate models in production, focusing on quality monitoring, standards for deployment, model performance, and model bias and fairness.
- Led a team of data scientists to implement auto loan adjudication models for a leading Canadian bank (top five in Canada), increasing the bank's loan book by CAD$1 billion and gross revenue by CAD$40 million.
- Designed and successfully launched social services mobile application to help community members navigate the complex health and human services system in central Texas.