Desktop MVP
my-dict
Offline-first personal dictionary and lexical memory system with smart search, typo correction, and adaptive learning, built as a native desktop app.
Key Achievement
Offline-first desktop MVP demonstrating adaptive data structures, background processing, and behavior-driven learning design
Project Details & Notes
[01]
Designed an offline-first lexical memory system with SQLite as the persistent source of truth and adaptive in-memory indexing
[02]
Implemented Trie-based smart search with Levenshtein + Norvig correction for fast lookups and high-quality suggestions
[03]
Built a native desktop interface using Tauri, integrating a Python backend via IPC for seamless search and learning workflows
[04]
Added personalized Word-of-the-Day and micro-learning mechanisms driven by user behavior and lookup history
Technologies Used
Python
SQLite
Tauri