Education
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M.S. Electrical and Computer Engineering
Aug 2019 - Aug 2021
University of Iowa
2.0 years
- * Focus: Deep Reinforcement Learning for Neuroimaging Applications
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B.S.E. Computer Science and Engineering
Aug 2016 - May 2020
University of Iowa
3.8 years
- * University Honors & Engineering Honors
- * HackIowa (Director of Logistics), Tau Beta Pi, IEEE, ACM
- * Iowa Initiative for Artificial Intelligence
- * The Iowa Institute for Biomedical Imaging
Experience
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ML Engineer (I & II)
Jun 2021 - Present
SmileDirectClub
1.6 years
- - Built, deployed, and maintained the SmileMaker Platform, a first of its kind mobile scanning and teeth reconstruction technology
- - Rapidly assumed responsibilities as needed for the productionalization of ML models and backend integration with various associated microservices
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Languages
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Python
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TypeScript
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Bash
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Frameworks
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PyTorch
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PyTorch3D
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Open3D
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NumPy
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Pandas
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boto3
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Cloud
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AWS
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Lambda
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Batch
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EventBridge
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ECS
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EC2
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S3
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DynamoDB
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CloudWatch
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IAM
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API Gateway
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Terraform
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Terraform CDK
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Ops
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Terraform
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Terraform CDK
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Docker
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GitHub Actions
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Data Version Control (DVC)
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Continuous Machine Learning (CML)
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Git Tag Ops (GTO)
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DVC Studio
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Datadog
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Research Assistant (Undergraduate & Graduate)
Dec 2017 - Aug 2021
SINAPSE Lab
3.7 years
- - Developed ML/DL/DRL methods for segmentation and anatomical landmark annotation tasks on various medical imaging modalities
- - Curated terabytes of neuroimaging data for the Predict-HD Huntington's disease study
- - Received two year-long fellowships from the Iowa Center for Research by Undergraduates
- - Leveraged the Argon HPC Cluster and various GPU resources to accelerate workflows
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Languages
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Python
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C++
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Bash
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Frameworks
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PyTorch
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TensorFlow
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MONAI (contributor)
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PyTorch Lightning
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ITK
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SimpleITK
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Ray RLlib
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OpenAI Gym
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BrainsTools (contributor)
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Miscellaneous
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Slicer3D
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Brain Imaging Data Structure (BIDS)
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Software Engineering Intern
May 2019 - Aug 2019
Pariveda Solutions
0.3 years
- - Developed mobile and web applications in Angular.js for Lumity, a Chicago 501(c)(3), to track student feedback from educational STEM programs
- - Worked with AWS services for data storage, CI/CD, authentication, authorization, and serverless API development
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Languages
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TypeScript
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Frameworks
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Ionic
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Angular
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Cloud
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AWS
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CloudFormation
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API Gateway
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DynamoDB
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CodeBuild
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Amplify
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Cognito
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IAM
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Lambda
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Ops
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CloudFormation
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CodeBuild
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Teaching Assistant
Aug 2017 - Dec 2018
University of Iowa
1.3 years
- - Proctored 50+ one-on-one oral examinations to asses student understanding of software engineering fundamentals
- - Designed new assignments to teach students algorithms, data structures, and common software design patterns
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Languages
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C++
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Java
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Bash
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Frameworks
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Google Test (C++)
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