Antonio Aodong Chen Gu Email & Phone Number

Austin, Tx, Us

Atlanta, Georgia, United States

At BioWiNs Lab with Prof. Seun Sangodoyin• Developed Sequential Unfolding SVD Algorithm on FPGA with fixed-point Jacobi Iterations for fast and power efficient calculations of tasks such as high dimensional data denoising.• Implemented Tucker Decomposition Algorithm on FPGA which consists of fixed-point matrix-tensor multiplication, tensor unfolding and CORDIC modules for high dimensional tensor unfolding task.• Researching image colorization algorithms for efficient image processing and collection in healthcare related situations.

Seattle, Washington, United States

Atlanta, Georgia, United States

Emory QTM Department Student Ambassador• Led a team of 5, collaborating with Sci4GA to develop a robust pipeline in Python for filtering water quality data; Visualized and presented the result during DataBlitz, attracting 40+ audiences, effectively raising public awareness• Coordinated with fellow ambassadors in setting up the layout for QTM events, and played an active role in reception duties, serving as a liaison for external partners and professors

Atlanta, Georgia, United States

Brain Network Construction - https://brainnet.us/• BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (published on IEEE TMI)• Dynamic Brain Transformer with Multi-level Attention for Brain Network Analysis (accepted to IEEE BHI 2023)• Established a robust pipeline for generating fMRI and DTI brain networks with Python, MATLAB, and Shell; setting a consistent standard for lab data processing , ensuring uniform data treatment, and contributing to publication• Conducted research on various rs-fMRI deep learning models; designed and fine-tuned a novel Transformer-based model that integrates static and dynamic brain networks, ultimately outperforming existing models

Atlanta, Georgia, United States

https://github.com/NLP-Suite/NLP-SuiteWorked as an Undergraduate Researcher with Professor Roberto Franzosi to develop NLP Suite• Conducted graphing features development for an easy to use, small corpus NLP tool• Transformed and supplemented the input graphing data to tidy format, allowing for standard plotting pipeline• Applied Python wordcloud, Plotly, and Pandas to visualize and aggregate corpus analysis results• Debugged installation pipelines on JDK version and git repository creation, ensuring cross-platform usability

Atlanta, Georgia, United States

• Trouble shooting sound, disk, and wireless drivers’ issues for both Windows and macOS • Opened several Mac and Windows machines to diagnose the hardware issues • Worked in the technology team and help more than 100 students each month

Remote

• Developed customized Node-RED database flow storage and HTTP authentication nodes from 0-to-1, enhancing company's enterprise low-code management platform by adding multi-tenant capabilities• Optimized platform performance through Redis-enabled caching, reducing main server memory usage by 20%, and facilitating service segregation for improved load balancing and data security• Refined query conversion logic, enabling SQL table's nickname-to-ID and multiple-to-multiple foreign key support

Bachelor Of Science - Bs, Computer Engineering, 4.0

Computer Enginerring with concentrations in Computer Hardware & Emerging Architecture + Signal Processing Tower Award 2024, Dean's List.

Bachelor Of Science - Bs, Quantitative Science With Informatics, 4.0

Activities and Societies: QTM Department Ambassador Data Science ClubDean's List Fall 2020, Spring 2021, Fall 2021

High School Diploma, 3.9