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Developed Kainest Budgeting as a personal finance tracking application that simplifies expense recording through automation and conversational input.
Enhanced the system by integrating WhatsApp-based interaction, allowing users to log transactions using text or voice notes processed by AI services.

WhatsApp-based expense logging using text and voice notes (Invisible App concept)
Voice-to-text transcription using Cloudflare Workers AI (Whisper)
AI-powered expense classification using Grok AI for context understanding
Workflow automation using n8n to process and store transactions
Backend integration with database for structured financial records
Minimalist bot interaction with reaction-based feedback (⏳, ✅, 👀, ❌)
Web dashboard for monitoring expenses and financial insights