Summary
Work History
Education
Skills
Project Experience
Websites
Timeline
Generic

Xuhong Yan

Melbourne,VIC

Summary

Junior AI Developer with hands-on experience building AI-powered automation and workflow systems. Skilled in Python, FastAPI, LangChain, and AI agents, with strong ability to prototype solutions using modern AI tools and APIs. Experienced in integrating AI into real business workflows and rapidly turning ideas into working products. Passionate about learning, automation, and practical AI applications.

Work History

Full Stack Developer Intern

Soontech
Melbourne, VIC
06.2025 - 10.2025

Architected and developed a full-stack conversational AI platform enabling intelligent digital human interactions with multi-database persistence and real-time streaming capabilities.

Key Achievements:

• Built AI-driven automation workflows using LangChain and LangGraph,
enabling multi-step, stateful AI agents for real-world business use cases

• Developed and integrated AI agents capable of intent recognition,
memory management, and tool calling via APIs

• Automated data extraction and knowledge structuring using Neo4j
and vector databases, supporting intelligent workflow execution

• Prototyped AI tools rapidly and iterated based on real-time feedback,
reducing manual processes and improving operational efficiency

• Delivered real-time AI responses via streaming (SSE), improving user experience and perceived speed

Education

Master of Artificial Intelligence -

Monash University, Melbourne
11.2025

Bachelor of Mechatronics Engineering -

University of Melbourne, Melbourne
02.2022

Skills

AI & Automation
LangChain, LangGraph, OpenAI APIs, AI Agents
Workflow automation, API integration, SSE streaming

Backend & APIs
Python, FastAPI, Pydantic, Alembic
RESTful APIs, JWT Authentication

Data & Storage
MySQL, MongoDB, Neo4j, ChromaDB (Vector Store)
Basic database design & querying

Frontend & Prototyping
Nextjs, TypeScript, React
Rapid prototyping with modern AI tools

DevOps & Cloud
Docker, Docker Compose
GCP (Compute Engine), CI/CD (GitHub Actions)

Project Experience

Web application development | Monash University
Plantopia - Plant Recommendation API & Web Platform

• Built an AI-powered recommendation system to automate plant selection
 decisions based on climate, location, and environmental data

• Integrated multiple external APIs and automated daily data pipelines,
 reducing manual data handling and ensuring real-time recommendations

• Designed backend services to support complex filtering and workflow logic,
 simulating real-world automation scenarios

Timeline

Full Stack Developer Intern

Soontech
06.2025 - 10.2025

Master of Artificial Intelligence -

Monash University, Melbourne

Bachelor of Mechatronics Engineering -

University of Melbourne, Melbourne
Xuhong Yan