Head of Undergraduate Research2012 - 2020University of Southern California, Department of Mathematics
Technologies: Amazon Web Services (AWS), Scikit-learn, TensorFlow, AWS, Python
- Led a team that developed an algorithm to perform image segmentation effectively to aid in cancer detection.
- Managed and led a team that developed an algorithm to measure ocean health by classifying plankton in images.
- Led a data science team that developed an algorithm to predict seizures from EEG data.
Statistics Consultant2017 - 2019SSB Legal Technologies
Technologies: Microsoft Excel, MATLAB, Pandas, NumPy, Jupyter Notebook
- Defined data accuracy standards/metrics for different regions.
- Improved the methodology behind various scoring mechanisms.
- Interfaced with the database team to help the implement and perform quality verification checks on relevant formulas.
Machine Learning Consultant2016 - 2019LeadPoint, Inc.
Technologies: Amazon Web Services (AWS), AWS, Pandas, NumPy, Scikit-learn, Python
- Introduced machine learning techniques into an existing mortgage lead pricing algorithm that provided the company with substantial ROI.
- Measured the value of various third-party test data in improving the lead pricing algorithm.
- Created pipelines to help the data science team package and explain feature importances to company clients.