AI Tools,
Hand-Built.
A collection of personal LLM-powered tools — designed for learning, thinking, and building by an indie developer.
Featured Projects
Live
Download on App Store →Dream Nest AI
GoPythonRAG
AI-powered dream interpretation app with a RAG knowledge base. Available on iOS.
Live
Visit →Dictation Tool
TSWeb
A focused dictation trainer. Built for daily 40-word vocabulary practice sessions.
Workshop — In Progress
GAAP
Go · PostgreSQL · Finance
IELTS Coach
LLM · i18n · Examiner scoring
Micro-Palace
Memory Technique · Mobile
Concepts
Concept
EchoListen
YouTube intensive listener with sentence splitting.
Concept
English Learning Suite
7 English tools born from intensive immersive study.
Philosophy
- Build pragmatic MVPs without bloated architecture.
- Translate product goals directly into technical execution.
- Keep estimation honest and control scope before code is written.
- Connect design, frontend, backend, and deployment as one continuous system.
- Use AI where it accelerates work, with deterministic engineering guardrails in place.
Currently
Building ginmel.ai
I am currently building ginmel.ai as a unified platform for personal AI tools. I am open to strategic freelance work, architectural consulting, and remote collaboration where clear product value and reliable engineering both matter.