Experience
View Resume (pdf)Projects
K Star Café
Full-Stack Web and Mobile Apps featuring a trendy and cozy café/restaurant.
Applied Deep Learning for Computer-Aided Diagnosis of Cervical Cytology
A collaborative study with pathologists of LAC+USC/Keck Hospital to assess the diagnostic accuracy of convolutional neural networks trained on whole slide scanned cytology images.
Single-page Application using Typescript and Angular framework (Ver 4.x). Responsive UI design in Angular Material and Angular Flex-Layout. Demonstrates use of Observables, reactive programming with RxJS, and Restangular for communicating with a server supporting REST API.
Hybrid mobile application using Ionic framework (Ver 3.x) and Cordova hybrid application framework to target multiple mobile platforms with a single codebase. Features push notifications, sending emails and calls, and social media sharing.
Cross-platform, native iOS and Android app built with NativeScript (Ver 3.x). Features a truly native mobile UI feel, animations, gestures, and performance. Supports offline storage with SQLite and Couchbase
Full-fledged back-end RESTful API server developed using NodeJS, Express, MongoDB and Mongoose. Token-based user authentication with Passport-JWT. Includes HTTPS secure communication, form-based file upload with Multer, Cross-Origin Resource Sharing (CORS) and OAuth2 authorization for Social Authentication via Facebook credentials.
Applied Deep Learning for Computer-Aided Diagnosis of Cervical Cytology
In partnership with pathologists of Los Angeles County + USC/Keck Hospital of USC, we aim to explore how the diagnostic performance of convolutional neural networks can be compared to the human-level expertise of licensed pathologists.
| Mohammad Pourhomayoun, Ph.D. | Principal Investigator |
| Sue Ellen Martin, MD, Ph.D. | Principal Investigator |
| Melanie Kwon, MSCS | Research Project Manager |
| Vanessa Martin, MD | Co-Investigator |
| Tae Hun Kim, MD | Co-Investigator |
| Adam Berman, MSCS | Co-Investigator |
Blog Posts
- 15 Aug 2019 »A Mostly Adequate Guide to Functional Programming
- 29 Jul 2019 »Whether the Object of Anger is Good or Evil?
- 28 Apr 2019 »Code and Forget, Code and Forget
- 04 May 2018 »Cathedrals and Tapas
- 16 Feb 2018 »DIY Jupyter Notebook Server
- 13 Feb 2018 »We're Falling Behind Guys
- 06 Feb 2018 »HDFS Client - Don't Fear the Command Line!
- 05 Feb 2018 »Distributed File Systems - Recovery Process
- 04 Feb 2018 »Distributed File Systems - Scaling
- 02 Feb 2018 »Can a machine create art?
- 25 Sep 2017 »Luhn Algorithm
- 09 Sep 2017 »Goldbach's Other Conjecture