Resume - Yujia Zhang

Education

Nanjing Agricultural University (211, Double First Class University)
Field: Mechanical Engineering (2020.09 - 2021.07) Artificial Intelligence (2021.09 - 2024.07)
Ranked 2nd, GPA: 88.69/100, CET6: 502

Honors: First-Class Scholarship, Ke Aiya Award, Excellent Communist Youth League Member, and others

Key Courses: Mathematical Analysis (96), Computer Vision (93), Machine Learning (95), Python Programming (93)

ResViT-Rice: Deep Learning for Rice Disease Detection (2022.10 - 2023.05)
Published in Agriculture-Basel (JCR Q1). Developed a model combining residual module and Transformer encoder, outperforming ResNet50 by 5%.
Multimodal Few-Shot Learning for Pest Detection (2023.10 - 2024.05)
Focused on few-shot learning with multimodal techniques for pest detection. Developed Inspect model with 79.38% accuracy, 8% higher than the baseline.
Phenotype Measurement for Canola Leaves (2022.02 - 2023.06)
Led a project to measure phenotypic parameters of canola leaves using image-based techniques. Obtained a software copyright for the system.
DIY Beverage Making System (2021.09 - 2023.06)
Developed a DIY vending machine using C# and Modbus. Created a SolidWorks model and obtained software copyright for the ordering platform.
Llama 3.1-Based Patent Language Model (2023.04 - Present)
Constructed a model using QLoRA for SFT fine-tuning and RLHF training, aiming to generate high-quality patent response letters.