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Statement of Purpose

David LiuAbout 2 min

Statement of Purpose

Your statement of purpose should be a concise, well-written document about your academic and research background, as well as your career goals. Be sure to discuss special areas of research or interest. Additionally, it can communicate how Georgia Tech's graduate program will help you meet your career and educational objectives.

<= 1000 words


In an era where technology is rapidly evolving, my passion lies at the intersection of AI and software system development. I'm excited to dive deeper into this field with the Master of Science in Computational Science and Engineering - Electrical and Computer Engineering program at Georgia Institute of Technology. The CSE program's Computer Systems and Software concentration area aligns perfectly with my ambition to develop impactful products with AI-driven software systems.

My decision to pursue further education in software development comes from my strong academic background established during my undergraduate studies at Northeastern University. There, I achieved a GPA of 3.955 and ranked 5th out of 396 in the Software Engineering major. My efforts were recognized with awards like the National Scholarship, Merit Student Scholarship, and Outstanding Student Pacesetter. Among various courses I have completed, Big Data Technology, Introduction to Recommendation System, and Fundamentals of Virtual Reality Technology were particularly influential for me. These classes sparked my interest in advanced software applications and their potential to enhance technology and solve complex problems.

During my internship at JD.comopen in new window, one of the largest Fortune 500 technology giants in China, I contributed to the Yanxi AI Development and Computing Platform and the AI Pilot Marketing Platform. For the Yanxi platform, I refactored the resource management service to improve efficiency and scalability. By using the Observer Pattern and asynchronous computing, I enhanced the peak performance of resource recalculation speed by 20 times. I have also established a more efficient container-native CI/CD toolchain using Argo Workflows and Argo CD to replace the outdated Jenkins CI/CD toolchain. This aims to enhance the efficiency of the team's DevOps practices. Moreover, I refactored the activity page AI auto-generation service for the AI Pilot Marketing platform. I organized the functions with the Strategy Pattern to generate each content floor with AIGC and LLM services effectively. Collaborating with machine learning engineers, UI/UX designers, and marketers, I helped design service options and workflows, sharpening my AI software skills and deepening my grasp of user-centered design. This experience allows me to see the transformative impact of AIGC in the real technology industry.

Additionally, at the ByteDance Camp, I developed an intelligent knowledge-sharing platform named 'Juejin', using the Trust SVD social recommendation system and was awarded the first prize. I also participated in the Mobile Application Innovation Contest, where my AR social app 'Trace Note' received the second prize, ranking fourth in the AR track among 2,287 teams. These experiences allowed me to put my skills into practice, lead teams, and see my innovative ideas come to life.

Looking ahead, I aim to start my career at a pioneering company like Google or Meta, renowned for their cutting-edge AI products. I want to be actively engaged in the lifecycle of AI-driven products and gain essential industry insights. In the long term, I aspire to establish my own AI-focused startup, dedicating myself to redefining daily workflows and improving life quality with innovative AI solutions.

Georgia Tech's CSE program is an ideal match for me, providing the perfect platform to realize these ambitions. With its distinguished faculty, comprehensive curriculum, and strong industry connections , it offers an unparalleled opportunity for me to expand my knowledge and contribute to the computer systems and software field. I am particularly excited about courses such as Advanced Topics in Machine Learning and High Performance Parallel Computing: Tools and Applications, where I can gain insight into how technology can be applied to influential applications and the industry.

In short, my experience, backed by solid academics and real-world practice, fits well with my plans. I'm eager to join the CSE program at Georgia Tech, where I can grow my passion for AI software, work on innovative applications, and keep learning. I am confident that this program will play a pivotal role in helping me achieve my aspiration of making a meaningful impact through AI application software.