A natural language query system using LangChain and LLM for intelligent, multi-table database queries, statistical computations, and chart generation.
An Alzheimer's intelligent diagnosis tool based on PyTorch, using Convolutional Neural Networks (CNN) for brain MRI image classification and generating parameter correlation heatmaps.
More projects are coming in the future...
Decomposes complex problems into sub-task lists (To-do List) for agents to solve sequentially. Distills a knowledge base from successful historical dialogues, retrieving relevant cases to inject into new conversations. Supports proactive discussion with users to clarify ambiguous or incomplete requirements.
An intelligent class management mini-app leveraging LLM Agents. Code generation and function calls enable multi-agent synergy, NL interaction, grade prediction, analytics and visualization.
Data Copilot industry application leveraging Singapore transport and real estate data, housing price models, and Map API.
CDP-based application with metadata-driven design, supporting Timeplus and PostgreSQL database metadata-driven adapters.
Data Copilot industry application based on private healthcare data.
Data Copilot industry application based on private data in the biotech innovation investment ecosystem.
A NL query system using LangChain and LLM for intelligent multi-table database queries, statistical computations, and smart chart generation.
An intelligent diagnostic tool for Alzheimer's disease based on PyTorch and PyWebIO. It uses a CNN to classify brain MRI images and generates a heatmap of parameter correlations.
A Data-copilot based on LLM and concurrency prediction model. Uses BERT + regression to intelligently predict optimal concurrency, balancing generation success rate and LLM costs.
An intelligent class management tool leveraging LLM Agents for multi-agent collaboration via code generation & function calls, featuring natural language interaction, grade prediction, data analysis and visualization.
A distributed system using Golang, gRPC, Gin, Redis, MySQL, Kafka, Etcd, and Vue3 for Web and microservices-based CRUD operations and caching.
A simple ERP system based on FastAPI and SQLite3. It utilizes DFS for material planning and delivery scheduling based on BOM, inventory, and Manufacturing Production Schedule (MPS).
A simple image classification tool based on PyTorch and PyWebIO. It utilizes a Convolutional Neural Network (CNN) to classify the 10 classes of images in the CIFAR10 dataset.
Teaches the entire process from data preparation to model training and implementing a web application, using PyTorch and PyWebIO, for the automatic diagnosis of Alzheimer's disease.
A lightweight version of the Alzheimer's intelligent diagnosis tool based on PyTorch and PyWebIO, using Convolutional Neural Networks for brain MRI image classification.
A database information management system using Django and MySQL. It enables admin login and provides CRUD operations on the database through a web app.
A C++ (MSVC) and OpenGL-based drawing tool. It supports dynamic shape drawing using rubber banding technique, bulk polyline clipping with Liang-Barsky algorithm.
A JavaSwing-based system for drawing dynamic curves. It supports multi-threading and synchronized display of curves and their corresponding coordinate values.
