SYED HASSAN ALI
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Mobile Product Showcase

Budget Pilot App
& Conversational Ledger

A native Android personal finance assistant designed with 100% on-device privacy. Automatically intercepts SMS alerts, uses local NLP models to classify merchants, and maps SQLite ledgers in real time.

100%

Offline Privacy First

< 150ms

NLP Classification Latency

SQLite

Relational Sync Engine

Application Features
Dashboard Overview

Dashboard Overview View

Core app dashboard showing net cash flow, active account balances (checking/savings), current month spending indicators, and automated transaction lists parsed from bank notifications.

Operational Workflow

1

Secure SMS Broadcast Listener

Operates in the background using Kotlin services to parse bank notification text strings immediately upon arrival, eliminating manual log entries.

2

Local NLP Merchant Matching

Uses on-device tokenization and rule extractors to classify transactions, matching values, merchant tags, and ledgers under 150ms.

3

Encrypted Database Storage

Saves all accounts, ledger budgets, and logs to a local SQL cipher schema, verifying data is kept offline and protected by device sandbox encryption.

Technical Stack

Core Languages
KotlinSQLite SQL
Android Libraries
Jetpack ComposeRoom DatabaseSQLCipher
On-Device Parsing
Regex Match EngineSemantic NLP Entity Linker

Need a secure native mobile app built?

We engineer native Android applications combining local databases, secure encryption protocols, background task listeners, and offline parsing capabilities.

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