Experience:
Technical Writer Intern - ML/AI Solutions (May 2020 - Aug. 2020)
Amazon Web Services (AWS), Amazon.com, Inc.
Seattle, WA
Projects:
-
Python notebook workflow using
Amazon Transcribe
and
Amazon Augmented AI (A2I)
that enables human review of speech-to-text transcriptions at scale.
-
Python notebook workflow using Amazon A2I and
Amazon SageMaker
Model Monitor
for automated monitoring of production ML models
Deliverable(s):
-
Transcribe-A2I project: AWS
blog article
and open-source
Jupyter notebook
-
Model Monitor-A2I project: AWS
blog article
and open-source
Jupyter notebook
Presentation: Work presented to 40+ employees throughout AWS. Transcribe-A2I project demoed by PMs and SAs to
several
companies, including a Fortune 500 company and a United Nations agency.
Quantitative Analyst - Procurement (Feb. 2020 - May 2020)
Penn Data Science Group;
Analytics at Wharton, The Wharton School
Philadelphia, PA
Project:
-
Unsupervised learning to identify high-risk/suspicious transactions from the University of Pennsylvania's
procurement cards.
-
Dataset of 1.8 million Oracle Financials invoices.
Deliverable(s): Final presentation
slide deck
Presentation: Presented to
Penn Purchasing Services and Prof.
Eric Bradlow.
Technical Assistant - Data (Sept. 2019 - Nov. 2019)
Essity, Inc.;
Wharton Customer Analytics Initiative, The Wharton School
Philadelphia, PA
Project:
-
Price recommendation engine for health and hygiene products distributed across the U.S.
-
Dataset of 3 million distributor contracts.
Deliverable(s): Final presentation
slide deck
Presentation: Presented at the annual
Analytics Accelerator Challenge Summit.
Research and Prototyping Intern (May 2019 - Aug. 2019)
Smart Systems Institute, National University of Singapore (NUS)
Singapore, Singapore
Projects:
-
NUS
Maps for simplified campus wayfinding.
-
Automated electric
scooter fall detection for faster emergency response.
Deliverable(s): Final presentation
slide deck
Independent Researcher (June 2015 - July 2018)
Mentored by
Dr. Mark Stamp, San José State University
SF Bay Area, CA
Projects:
-
Acoustic gait analysis as a non-intrusive biometric security method for home, office buildings, etc.
-
Cryptanalysis to attack the Zodiac-340 cipher.
Deliverable(s): ForSE 2018
publication, SAM 2018
publication.
Presentation:
Presented
at the 17th International Conference on Security and Management
(SAM'18) in Las Vegas.