More Projects

Project 1

Customer Churn Prediction - ML Project

Developed machine learning models using Python to predict customer churn based on behavioural and demographic data, aiming to help businesses design strategies to reduce losses and improve customer retention.

Project 1

Automatic Volume Control for Audio Amplifier System

Designed and implemented an automatic volume control system for an audio amplifier using an STM32 microcontroller, coded in MicroPython.

Project 1

EasyLah!

A VR game featuring five Singapore-themed rehabilitation activities that encourage the elderly to stay active by engaging their upper limbs in a fun and familiar virtual environment.

Project 1

Smart Letterbox for HDB Users

Coded the system in C language, integrating Microchip PIC18F4550, Arduino, ESP32, infrared sensors, and other components to detect when letters are dropped into the mailbox.

Project 1

Vending Machine System on FPGA

Coded the system using Verilog to implement the digital logic, handling multiple input conditions, outputs, and system states.

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