Portfolio - MelonGPT
MelonGPT is a self-hosted, private ChatGPT alternative developed to avoid subscription fees while maintaining complete data privacy. This project leverages powerful open-source large language models (LLMs) to deliver a high-quality chat experience without relying on commercial API services.
Project Overview
Developed in September 2025, MelonGPT represents my initiative to create a fully self-contained AI chat solution that prioritizes privacy, cost efficiency, and customization. The system runs on a home server, eliminating ongoing subscription costs while providing complete control over data and model selection.
Technical Architecture
I architected a full-stack solution with the following components:
- Containerized OpenWebUI frontend using Docker for consistent deployment
- Ollama inference engine for local model management and execution
- Support for multiple open-source LLMs (DeepSeek, Qwen, GPT-OSS)
- Secure VPN configuration for remote server administration
- Custom domain hosting (melon.sg) with proper port forwarding rules
Key Achievements
- Eliminated all ongoing subscription fees, achieving significant cost savings
- Maintained complete data privacy by keeping all processing local
- Gained full control over model selection and system customization
- Successfully configured secure remote access via VPN
- Deployed publicly accessible service on a custom domain
Solution Benefits
MelonGPT demonstrates how open-source AI models can be effectively deployed in private environments while maintaining performance and usability. The project showcases skills in full-stack development, DevOps, security configuration, and system architecture.
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