Ph.D. Student
Hohai University
Major: Hydrology and Water Resources
Curriculum vitae
Academic CV
Personal academic portfolio of Jingzhe Hu, Ph.D. student at Hohai University, focusing on AI-driven water quality forecasting, watershed modeling, marine ranching intelligence, embedded systems, GNSS, and UAV platforms.
Interdisciplinary profile
Research depth with engineering range.
I am a Ph.D. student in Hydrology and Water Resources at Hohai University. My work focuses on AI-driven water quality forecasting, watershed-scale environmental modeling, and intelligent systems for complex water environments.
My background spans computer science, embedded development, UAV control, and hydrological modeling. I build systems that aim to be accurate, transferable, interpretable, and deployable.
Experience
Research and engineering experience
Embedded Development Engineer
Qianxun Spatial Intelligence Inc.
Participated in Beidou GNSS positioning development, car-grade embedded SDK development, and A-SPICE workflow execution. Focused on Beidou vehicle terminal integration for BMW, Audi, and GAC XJ3 projects.
Epidemic Prevention Volunteer Service
Qianxun Spatial Intelligence / Chengtou Kuanting Wangu Community
Participated in workplace and community epidemic prevention volunteer service.
Embedded Software Engineer
Yantai Science and Technology Museum
Independently developed indoor quadcopter flight control systems and real-time high-rate video/data telemetry visualization interfaces. Designed stable control algorithms allowing quadcopters to fly stably in solid-color museum halls where traditional optical flow fails.
Capabilities
Methods, tools, and systems
Programming & Algorithms
- Deep Learning Model Design & Implementation
- Multivariate Time Series Forecasting
- Transformer-based Time Series Models
- Graph Convolutional Networks (GCN)
- Multiscale Signal Decomposition & Feature Extraction
- Machine Learning Modeling & Validation
- Active Learning & Information Theory
- Environmental Data Cleaning & Anomaly Detection
Hydrology & Environmental Sensing
- Watershed Hydrology & Water Quality Multivariate Prediction
- Critical Water Quality Parameters Forecasting
- Long-term Dissolved Oxygen Forecasting
- Marine Ranch Sensor Fusion
- Smart Fisheries Intelligent Decision Systems
- Multi-source Heterogeneous Environmental Data Modeling
- Watershed Monitoring Network Optimization
- Cross-basin Transfer Learning Frameworks
Embedded & Hardware Systems
- STM32 / MSP432 / MSP430 Firmware Development
- Beidou GNSS Positioning Software Integration
- SDK Development
- PCB Design & Schematic Layout
- Quadcopter Flight Control Systems
- Sensor Fusion & Attitude Estimation (IMU, Barometer, Optical Flow)
- Kalman Filtering, Quaternion Math, Cascade PID Tuning
- Telemetry & Data Transmission Systems
Computer Vision & Multi-modal Analytics
- Underwater Image Segmentation
- Vision Transformer (ViT)
- Convolutional Neural Networks (CNN)
- Image-Numerical Multimodal Data Fusion
- Marine Ranch Sensing & Analytics