Projects ./bin

A collection of technical deployments and creative builds.

Jun 2026 - Present
maker_lab.dev

MakerLab

An ongoing technical workspace documenting my Arduino, ESP32, Raspberry Pi, embedded systems, and hardware-software experiments. Maker-Lab brings together working prototypes, technical case studies, source code, testing notes, and project demonstrations.

>_ Hardware & Embedded Systems
Exploring microcontrollers, sensors, displays, serial communication, IoT workflows, and physical computing through practical hands-on builds.
>_ Ongoing Development
Currently includes the EchoSync technical hardware case study, with more Arduino, ESP32, Raspberry Pi, and interactive electronics projects being added over time.
View MakerLab
Apr 2026 - Present
telegram_bot

KiasuCode

KiasuCode is a production-grade GPA tracking bot built with Node.js, TypeScript, and MySQL, featuring a unique Singlish-developer persona powered by custom middleware. Developed via an AI-assisted workflow, the project demonstrates technical maturity by combining rapid AI prototyping with manually engineered architectural integrity and type safety.

/start kiasucode
Apr 2026 - Aug 2026
flowguard.js

FlowGuard

An AI- and IoT-powered smart factory monitoring platform designed to improve security, access control, and operational visibility. FlowGuard combines facial recognition, object detection, smart logistics, CCTV monitoring, and real-time security alerts to automate manual monitoring processes. Built with React, Node.js, FastAPI, PostgreSQL, edge devices, and Google Cloud, the system enables facility managers and security personnel to detect suspicious activities and respond to incidents more efficiently.

$ npm run flowguard
swaplah_app.py

SwapLah Marketplace

A full-stack student co-op marketplace allowing polytechnic students to securely buy, sell, and swap pre-owned campus essentials. Built with a Python Flask REST API and SQLite, this project heavily emphasizes Agile DevOps practices, featuring a strict GitLab CI/CD pipeline, automated unit/UI testing, and integrated SAST security scanning.

$ run --app swaplah
Mar 2026 - Jul 2026
echosync_ui.jsx

EchoSync

A privacy-first, AI-assisted pre-arrival emergency intelligence system for seniors living alone. EchoSync detects possible home emergencies using sensor signals, verifies real distress through Edge AI and voice check-in, then routes alerts to caregivers, SCDF-style operators, or a myResponder-style response flow based on severity.

>_ SCDF x Dell Challenge
Selected as a Top 5 Finalist out of 81 teams from 17 institutions. Built a connected prototype with a SCDF-style dashboard, caregiver verification app, myResponder-style flow, and sensor-based emergency detection.
>_ NTU Pinnacle Prize
Optimized the user interface for Smart City elderly care and non-invasive health monitoring, focusing on privacy-first detection, explainable alerts, and safer community response.
View Details
Oct 2025 - Feb 2026
whatsapp_bot.py

Leaf Plant

Automated outreach for AgriTech SME using AI customer segmentation and Python Flask.

$ git log --view
Apr 2025 - Aug 2025
index.html

Titans Badminton Website

Responsive school CCA portal built with Bootstrap 5 and UX-driven navigation.

View Details
nirvana_cx.fig

Nirvana Mobile

CX Transformation Plan using Design Thinking to improve user retention via wireframing.

View Wireframe
Oct 2024 - Dec 2024
main.dart

Food Diary App

Cross-platform mobile application with SQLite persistence and health tracking tools.

Read Case Study
July 2024 - Sep 2024
meijiri.fig

Meijiri Application

F&B self-ordering kiosk prototype designed to solve local manpower shortages.

View Prototype