CV
Education
Xidian University, Master’s Degree (In Progress) in Electronic Information Engineering, Xi’an, Shaanxi, China, 2022 – 2025 Taiyuan University of Science and Technology, Bachelor’s Degree in Electronic Information Engineering, Taiyuan, Shanxi, China, 2018 – 2022
Work experience
GNSS Algorithm Engineer Intern Feb 2024 – Present
GNSS Positioning Error Correction (Deep Learning Based End To End Design) Enhanced traditional GNSS positioning algorithms using neural networks to address the accuracy degradation caused by multipath effects in urban environments.
Publication: Enhancing GNSS Positioning Using Transformer-Based Correction Network (ION GNSS+ 2024)
- Achieved a 25.9% reduction in horizontal MSE and a 42.3% reduction in vertical MSE on a real-world test set compared to the WLS algorithm in single-point positioning accuracy.
- Improved neural network fitting capability by dividing the positioning results into error intervals, converting the regression problem into a combination of classification and regression.
- Combined classification problems, considering pseudorange and environmental factors as inputs. Used data processing to extend constellations and address issues such as inconsistent data sizes per epoch and permutation invariance.
Gemini2tg Feb 2024 – Present: Personal Project
- Developed a one-click script to deploy LLM on Telegram chatbot, supporting text context and image understanding.
- Achieved seamless data transmission between the Telegram API and the Google Gemini API.
- Deployed the project using Docker containerization and Azure server for reliability and scalability.
- Created a one-click Pipeline script for easy project configuration and deployment.
- Gemini2tg Repository
InteractiveCodeNote Jun 2024 – Present: Personal Project
- Inserted interactive code blocks anywhere, enabling users to submit Go language code via a frontend interface.
- Developed a system to run code inside Docker containers, manage code versions, and deploy the backend on Azure and Oracle cloud servers.
- Managed a container pool for efficient resource utilization.
- Frontend interface deployed on GitHub Pages for easy access.
- Web DEMO
Skills
- Primary Languages: Golang, Python
- Containerization: Docker (creating Dockerfiles, managing containers, Docker Compose)
- Operating Systems: Linux (system administration, shell scripting, bash commands)
- Databases: MySQL
- Cloud Platforms: Azure, Oracle Cloud