Spencer Tran Email & Phone Number

California, United States

Aiken, South Carolina, United States

• Built a server monitoring ASP.NET web application for database management in a small team of 3, with primary responsibility for building entire admin page per requirements specification• Constructed tests, refactored issues, and created 40% of key, required features for an ASP.NET employee management tracker app in a software development team of 5• Engineered across entire stack of layered architecture, implementing the UI layer in React and using C# for business logic and data access layers to ensure functionality and integration of ASP.NET pages• Drafted project management proposals for use of machine learning in autonomous patrol drones and plutonium pit manufacturing• Saved days of manual labor by programming C++ script for the VR/AR development team to automate processing and issue resolution of 3D models

Los Angeles, California, United States

Worked on training ResNet for Ovarian Cancer Classification:• Processed data by normalizing, scaling, and padding thumbnails of 512 whole slide images from UBC-OCEAN dataset• Tested performances of ResNet-18 model pre-trained on ImageNet 1000 when freezing different layers• Showcased project at Open ShowCAIS++ 2023 event hosted by undergraduate Center for AI in Society (CAIS++) presenting computer vision topics from CAIS++'s 8-week-long curriculum about modern AI• Displayed project details, model implementation, tools (PyTorch, Pandas, Kaggle) online at: https://github.com/sdtran14/CAIS-Fa23-Project.git

Hanoi, Hanoi, Vietnam

Scrutinizing files on a liver lesion classification dataset, looking for imperfections in the annotations and imaging. Conducting experiments for liver lesion classification in CT scans with a deep learning CNN-LSTM model, training on a dataset of 1000+ liver CT scans, by tuning hyperparameters and architecture and comparing the performances. Gaining experience researching, coding, training 10+ modern neural networks, pre-processing data for classification task, and presenting progress on experiments.

Bachelor'S Degree, Computer Science

High School Diploma