Projects
Selected work across machine learning, financial technology, mobile development, and data-backed applications.
Telecom Churn Prediction System
BSc final-year machine learning project
A customer churn prediction platform that helps telecom teams identify customers likely to leave and act on risk signals earlier.
React
Flask
Random Forest
SMOTE
Firestore
Firebase Authentication
- Built a React frontend, Flask API backend, and Firebase-backed data layer.
- Used Random Forest with SMOTE to handle class imbalance in churn prediction.
- Included dashboards for churn risk distribution, customer segmentation, and reporting.
Blockchain Crowdfunding System
Web3 and smart contract project
A transparent crowdfunding system designed to improve trust between campaign creators and contributors through blockchain-based transactions.
Solidity
Ethereum
Web3.js
React
- Implemented core fundraising logic using Solidity smart contracts.
- Connected blockchain interactions to a React interface with Web3.js.
- Focused on transparency, contribution tracking, and secure fund flow.
Expense Tracker Mobile App
Mobile application project
A mobile finance app that helps users record expenses, monitor spending habits, and keep simple personal finance records.
Flutter
Dart
Firebase
Firestore
- Built a Flutter mobile interface for fast expense entry and viewing.
- Used Firebase and Firestore for authentication-ready cloud data storage.
- Structured the app around clear spending records and practical daily use.