About me
From interfacesto AI systems.
I’m Desheng Kong, an applied AI systems
developer based in Melbourne.
I work across LLM integration, knowledge retrieval,
voice interfaces and workflow automation.
My front-end background still shapes the interfaces
I build around these systems.
How I work
AI-assisted development, grounded in system understanding, clear boundaries and evidence.
Define the boundary
Start with the user task, the data the system may use and the decisions that need a clear owner.
Separate model and code
Use the model where judgment helps, and keep rules, state and critical limits in deterministic code.
Check the failure paths
Test more than the happy path: inspect uncertain outputs, tool failures and the states a user needs to recover from.
Maintain the system
Understand the dependencies, async behaviour and deployment boundary well enough to debug and improve the result.
Working toolkit
- LLM integration
- RAG
- Voice / STT / TTS
- Next.js
- TypeScript
- Tailwind
- Python
- Docker
Background
- Foundation
- Web interfaces · Next.js · TypeScript · Tailwind
- Current focus
- Applied AI · voice · knowledge retrieval · workflows
Have a practical AI problem to solve?