Jiaming Yang

Hello.I am | Yang

M.IT (AI) · UNSW Sydney · Graduated 2026

Research-driven AI, grounded in real-world systems.

Core Technical Focus

Machine LearningTime-Series ForecastingTransformerRAG SystemsExplainable AI

Systems & Platforms

PythonPyTorchLangChainROS1 / ROS2

Research Interests

Energy AI · InterdisciplinaryDomain-Specific LLMVIPV ForecastingKnowledge Conflict EvaluationEmbodied AI

Project Journey

A timeline of my research and development projects, from mental health technology to cutting-edge AI systems.

2025

AI-Powered Enterprise Knowledge Base Q&A System for Fishery Management

Discontinued

Designed and built an AI-driven enterprise knowledge base and question-answering system tailored for fishery management, enabling intelligent retrieval and domain-specific reasoning over structured industry knowledge.

RAGLLMKnowledge Base
2024

Child Mind Institute — Problematic Internet Use

Completed

Research project focused on understanding and addressing problematic internet use among adolescents, contributing to mental health technology solutions.

Mental HealthResearchData Analysis
2022
– 2023

Small Object Detection Method Based on Deep Learning

Completed

Collaborated in an AI algorithms research group to develop a deep learning-based small object detection system. The work resulted in a patent application and contributed to advances in computer vision for high-precision detection tasks.

Deep LearningComputer VisionPatent

My Approach

I believe that technology must bridge theory and practice. Every algorithm I learn, every system I build, must serve a real-world purpose.

Whether it's developing AI systems for mental health support, creating solutions for elderly care, or building robotics applications, I ensure that rigorous theory meets practical implementation.

This balance between academic excellence and real-world impact drives my work.