CV
Education
National University of Singapore | Aug. 2024 – Dec. 2025 (expected)
Master of Computing (General Track) | Full-time | Singapore
- GPA 4.75/5, Relevant coursework includes: Computer Systems and Applications, Data Structures and Algorithms, Database Design and Programming, Parallel and Distributed Algorithms, etc.
- NUS MComp Capstone Project, available for full-time credit-bearing internship from May to Sept 2025.
Beijing University of Posts and Telecommunications | Sept. 2020 – Jul. 2024
BSc(Eng) Telecommunications Engineering with Management (Multimedia Track) | Full-time | Haidian, Beijing
- Grade 88/100 (Top 20%). Relevant coursework includes: Advanced Programming in C (96), Data Structures (91), Software Engineering (91), Internet Applications (92), Neural Networks and Deep Learning (92), etc.
Work Experience
Luchen Technology Co. Ltd. | Dec. 2024 – Apr. 2025 (expected)
Luchentech (Colossal-AI) - HPC-AI Cloud - Cloud Platform Developer Intern | Singapore
- Perform full process development of backend Go services, PostgreSQL, and Kubernetes Helm deployments.
- Implemented a scheduled execution mode for elastic containers, enabling flexible resource management.
- Optimized the billing system to allow clusters to update payment mode without downtime.
ByteDance Ltd. | Jun. 2023 – Jun. 2024
ByteDance - Applied Machine Learning (AML) - Backend Developer Intern | Haidian, Beijing
- Conducted research in computational chemistry, especially focusing on machine learning algorithms for molecular force fields and back-end high-volume calculation support.
- Developed a molecular database retrieval system based on PostgreSQL and Flask to enable fuzzy search and complete molecular data retrieval based on molecular structure.
- Wrote a benchmarking workflow for a departmental open source project and implemented parallel running of benchmarks on Serverless clusters to significantly reduce testing time.
- Led the development of a user-friendly scheduling system based on Kubernetes to support task scheduling and management of high-volume computing tasks that is easy to configure and use for non-experts.
Academic Research
Natural Language-Guided Neural Radiance Fields via Diffusion Models | Oct. 2023 – Jun. 2024
Beijing University of Posts and Telecommunications (Capstone Project) | Haidian, Beijing
- Developed a method combining Instruct-Pix2Pix and NeRF for natural language-based 3D scene editing with consistent rendering across different viewpoints.
- Evaluated the model using CLIP-based similarity scoring, demonstrating potential applications in virtual reality and real-time interactive environments.
Machine Learning Assisted Medical Research | Feb. 2023 – Aug. 2023
Beijing University of Posts and Telecommunications | Haidian, Beijing
- In collaboration with Peking University Third Hospital, our group utilized multimodal data, including medical records and EEG data, to predict the probability of delirium onset.
- Developed a machine learning algorithm using CNN, RNN, and Transformer architectures to predict delirium after hip fracture surgery in elderly patients. Delirium.
Awards
First Prize at National Finals | National University IoT Design Competition | Jun. 2021 – Sept. 2021
Deep Learning-based WIFI-CSI Sitting Detection System
- Utilized ResNet50 to detect body postures via Wi-Fi signals for non-intrusive, in-private health monitoring.
- Leveraged serverless cloud platforms for data inference, reducing computational load on terminal devices.
Additional Information
Extensive experience with Homelab and VPS, with strong network knowledge, and a spirit of discovery.
Development Projects: Personal LLM Chat Website, Java version of Wordle Wordle-Java, standards-compliant DNS server and client Project-DNS, automated logistics bupt-car, assembly interpreter Assembly-VM, etc.
Skills: C++, Python, Java, PostgreSQL, Git, PyTorch, Linux operation, Docker, Flask, Kubernetes.
Languages: English (professional working proficiency), Chinese (native proficiency).