Intelligent Healthcare AI Agent Project
Designed and implemented AI agents using LangChain for healthcare, integrating local large models via Ollama and remote APIs.
Projects
These are my hands-on technical projects, focusing on AI model optimization, applied computer vision, and building large-scale AI systems.
ZO-Optimized Classification Neural Network
Implemented zero-order optimization for neural network, enabling effective training of gradient-agnostic models.
Optimization for Tensorized Transformer Training
Refined the traditional transformer architecture by integrating a Block-Term Tensor Decomposition technique.
Hyperspeed Optical Automatic Detection System
Constructed an algorithm framework using an improved YOLOv5s model and deployed it on an Nvidia Jetson Nano.