Summary
Overview
Work History
Education
Skills
Research
Projects
Timeline
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Zhangqi (James) Luo

Irvine,CA

Summary

Dedicated Software Engineer with a strong foundation in ...... known for streamlining Python development processes by exploiting open-source web frameworks. Specializes in applying Django to complex database assets with strong web presences. Proven ability to collaborate in team environments and communicate complex technical concepts effectively.

Overview

4
4
years of professional experience

Work History

Software Engineering Intern

Meta
05.2022 - 08.2022

AI Framework Team / CTRL Lab

Software Engineering Intern

Facebook
05.2021 - 08.2021

Server Compiler Team / Developer Infrastructure Dept.

Software Engineering Intern

Facebook
05.2020 - 08.2020

IOS Compiler Team / Developer Infrastructure Dept.

Undergraduate Research Assistant

Georgia Tech
08.2019 - 12.2020

Habanero Extreme Scale Software Research Group

Software Engineering Intern

Yahoo!/Oath/Verizon Media
05.2019 - 08.2019

User Record Store Team / Data Platform Dept.

Software Engineering Intern

NASA Jet Propulsion Laboratory
06.2018 - 08.2018

Model-based System Engineering Group

Education

Bachelor of Science - Computer Science

Georgia Institute of Technology
Atlanta, GA
06.2021

Bachelor of Science - Math

Georgia Institute of Technology
Atlanta, GA
06.2021

Master of Science - Computer Science

Georgia Institute of Technology
Atlanta, GA
05.2024

Skills

  • Programming Languages: Python, C/C, Bash, Go, SQL, MATLAB, Java
  • Tools: LLVM, CUDA, PostgreSQL, Redis, Numpy, PyTorch, TensorFlow, Git, Docker, Hadoop, HBase, Spark, Kafka, Jenkins, Perfetto, Chrome tracing, Coroutine, Multithreading, Distributed system, Cloud computing

Research

BrainML Lab, Atlanta, GA         Supervised by Dr. Anqi Wu, 01/2023 - Present, 

- Align a pre-trained 3D articulated model to mouse point cloud through supervised learning for 3D reconstruction 

- Develop self-supervised fitting of mouse mesh to 2D segmentations generated by Segment Anything Model. 

- Publish "A Novel Mesh-Based 3D Mouse Pose Estimation with Low Jitter" as MSCS thesis. The new approach improves temporal consistency of pose estimation by up to 50%. The project is done in Pytorch.

Projects

- Improve Adversarial Training of Language Models, 08/2023 - 12/2023

- Extend EVA database with surveillance camera analysis command, 03/2023 - 04/2023

- OSWitcher: An Operation Switching Framework for Platforms with No Backend Support, 08/2022 - 12/2022

- OathML Competition, 06/2019 - 07/2019

Timeline

Software Engineering Intern

Meta
05.2022 - 08.2022

Software Engineering Intern

Facebook
05.2021 - 08.2021

Software Engineering Intern

Facebook
05.2020 - 08.2020

Undergraduate Research Assistant

Georgia Tech
08.2019 - 12.2020

Software Engineering Intern

Yahoo!/Oath/Verizon Media
05.2019 - 08.2019

Software Engineering Intern

NASA Jet Propulsion Laboratory
06.2018 - 08.2018

Bachelor of Science - Computer Science

Georgia Institute of Technology

Bachelor of Science - Math

Georgia Institute of Technology

Master of Science - Computer Science

Georgia Institute of Technology
Zhangqi (James) Luo