Projects

GDG IO & CN Extended 2026

GDG IO & CN Extended 2026

Google Developer Group - SG

Volunteer at an annual meetup for developers, designers, and technology enthusiasts. The event is organized by Google Developer Group Singapore to share about Google's latest happenings in AI/ML and Cloud.

Conference Topics

Google Cloud  LLMs  Agentic AI  Google Cloud  LLMs  Agentic AI  Google Cloud  LLMs  Agentic AI  Google Cloud  LLMs  Agentic AI  
Google Cloud  LLMs  Agentic AI  Google Cloud  LLMs  Agentic AI  Google Cloud  LLMs  Agentic AI  Google Cloud  LLMs  Agentic AI  
PrepPilot

PrepPilot

Prepping interviews made easy

A project created for fun. A platform to view, readup, and practice upcoming interviews. Data is mocked and no real data is recorded.

Technology Stack

React  Vercel  React  Vercel  React  Vercel  React  Vercel  
React  Vercel  React  Vercel  React  Vercel  React  Vercel  
Star Homes

Star Homes

ACN Core Analyst Business School

A project created during Accenture's core analyst business school. A platform to recommend, view, and rent homes in London neighbourhoods. Data is mocked and no real data is recorded.

Technology Stack

React  Vercel  Scrum  React  Vercel  Scrum  React  Vercel  Scrum  React  Vercel  Scrum  
React  Vercel  Scrum  React  Vercel  Scrum  React  Vercel  Scrum  React  Vercel  Scrum  
GDG Build with AI 2026

GDG Build with AI 2026

Google Developer Group - SG

Facilitator at a Google event to learn about vibe coding. Organizers for a vibe-coding hackathon

Conference Topics

Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  
Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  Google Cloud  LLMs  Agentic AI  Gemini 3  Antigravity  
GDG DevFest 2025

GDG DevFest 2025

Google Developer Group - SG

Facilitator at the annual conference for developers, designers, and technology enthusiasts. The event is organized by Google Developer Group Singapore and is part of the Google Developer Groups DevFest series.

Conference Topics

Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  
Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  
SMU Final Year Project

SMU Final Year Project

HDB Insights - Shaping Youth Wellness

In partnership with the Health Promotion Board (HPB), we collaborated to collect data from various platforms, aiming to gain a deeper understanding of student mental health and well-being.

Technology Stack

AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  
AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  AWS  ETL  Tableau  Machine Learning  React  Python  pandas  PySpark  Webscrape  
Fullstack AI Instructor

Fullstack AI Instructor

AI Lodge - Fullstack AI Chat Workshop

Building an AI Chat WebApp. The hands-on session covered designing a modern React-based UI/UX, developing backend services with FastAPI integrated with the Open API, and deploying the end-to-end solution on Vercel.

Technology Stack

React  FastAPI  Vercel  Open API  React  FastAPI  Vercel  Open API  React  FastAPI  Vercel  Open API  React  FastAPI  Vercel  Open API  
React  FastAPI  Vercel  Open API  React  FastAPI  Vercel  Open API  React  FastAPI  Vercel  Open API  React  FastAPI  Vercel  Open API  
Data Center Hackathon

Data Center Hackathon

Google Singapore Data Center Hackathon

A hackathon designed for students interested in Information and Communications Technology, especially those with backgrounds in computer hardware, networks, and HVAC systems.

Technical Skills

Hardware  Networking  Linux  Troubleshooting  Hardware  Networking  Linux  Troubleshooting  Hardware  Networking  Linux  Troubleshooting  Hardware  Networking  Linux  Troubleshooting  
Hardware  Networking  Linux  Troubleshooting  Hardware  Networking  Linux  Troubleshooting  Hardware  Networking  Linux  Troubleshooting  Hardware  Networking  Linux  Troubleshooting  
Code for Good Hackathon 2025

Code for Good Hackathon 2025

JPMorganChase SG

Designed and prototyped an innovative product addressing a real-world social challenge. Worked in an agile environment focusing on brainstorming, rapid prototyping, and presenting solutions to a judging panel.

Technical Skills

Frontend  Backend  Fullstack  AI  Frontend  Backend  Fullstack  AI  Frontend  Backend  Fullstack  AI  Frontend  Backend  Fullstack  AI  
Frontend  Backend  Fullstack  AI  Frontend  Backend  Fullstack  AI  Frontend  Backend  Fullstack  AI  Frontend  Backend  Fullstack  AI  
TikTok TechJam 2025

TikTok TechJam 2025

Team Don Don Donki

Focused on geo-specific compliance logic detection. Using advanced large language models (LLMs) and AI capabilities, the system flags features requiring regional legal guardrails to proactively mitigate regulatory risks.

Technical Skills

LLMs  Compliance  Guardrails  AI  LLMs  Compliance  Guardrails  AI  LLMs  Compliance  Guardrails  AI  LLMs  Compliance  Guardrails  AI  
LLMs  Compliance  Guardrails  AI  LLMs  Compliance  Guardrails  AI  LLMs  Compliance  Guardrails  AI  LLMs  Compliance  Guardrails  AI  
SMU .Hack Hackathons Organizer

SMU .Hack Hackathons Organizer

HEAP 2025 & .HACKathon 2025

Organizer and judge for both the annual HEAP 2025 and .HACKathon 2025 hackathons.

Technical Skills

Frontend  Backend  Cloud  AI  MVPs  Frontend  Backend  Cloud  AI  MVPs  Frontend  Backend  Cloud  AI  MVPs  Frontend  Backend  Cloud  AI  MVPs  
Frontend  Backend  Cloud  AI  MVPs  Frontend  Backend  Cloud  AI  MVPs  Frontend  Backend  Cloud  AI  MVPs  Frontend  Backend  Cloud  AI  MVPs  
GDG Cloud & I/O Extended 2025

GDG Cloud & I/O Extended 2025

Google Developer Group - SG

Volunteer at an annual meetup for developers, designers, and technology enthusiasts. The event is organized by Google Developer Group Singapore to share about Google's latest happenings in AI/ML and Cloud.

Conference Topics

Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  
Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  Google Cloud  LLMs  Agentic AI  Vertex AI  Gemini  Veo  Firebase Studio  
Backend Workshop Instructor

Backend Workshop Instructor

.Hack - HEAP 2025

HEAP is an annual hackathon organized by SMU dotHack. Instructor for the Backend Workshop, we taught participants how to create their own backend servers with APIs, databases and authentication/authorization.

Technology Stack

NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  
NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  NodeJS  ExpreeJS  RESTful API  Supabase  Clerk  Auth  JWT  
No links available
London Smart Meters

London Smart Meters

Big Data ETL Analytics

Developed for Big Data Architecture module, this project utilizes AWS services to create an end-to-end ETL pipeline for analyzing London Smart Meters data for energy consumption patterns.

Technology Stack

Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  
Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  Big Data Analytics  Python  PySpark  Terraform  Boto3  AWS Glue  AWS Athena  AWS Quicksight  AWS SageMaker  
.Hack CMS

.Hack CMS

Google Suites Clone

Developed as part of the Full Stack Development module at Singapore Management University, dotHack CMS is a custom content management system designed for the SMU dotHack club. To replace Google Drive.

Technology Stack

NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  
NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  NextJs  TypeScript  MUI Components  TailwindCSS  Go  RESTful API  gRPC  Swagger  JWT  CockroachDB  AWS  CloudFlare  
Web Development Workshop Series 2025

Web Development Workshop Series 2025

.Hack X CYC X Exabytes

Director of the 8-week-long workshop series. Targeted at young youths, our structured curriculum guides students through the essential concepts and practical skills needed to create engaging websites.

Technology Stack

HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  
HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  HTML/CSS/Javascript  Responsive Web Design  Web Application Development  RESTful API  NodeJS  ExpreeJS  Supabase  Git  Cloud deployment  Cloud computing  
Game Development Workshop Organizer

Game Development Workshop Organizer

.Hack - GameDev Workshop 2025

Organizer and teaching assistant for .Hack - Game Development Workshop. Taught by guest invite, Rayner Tan. The workshop covers game loops, input & movement, and collisions & physics

Technology Stack

C  RayLib  Game Development  C  RayLib  Game Development  C  RayLib  Game Development  C  RayLib  Game Development  
C  RayLib  Game Development  C  RayLib  Game Development  C  RayLib  Game Development  C  RayLib  Game Development  
React Workshop Instructor

React Workshop Instructor

.Hack - MESS 2025 Workshop

Organizer and instructor for a React workshop at .Hack - MESS 2025. The workshop covers the fundamentals of React, including components, state management, and hooks. Taught be recreating an engaging PalWorld website.

Technology Stack

React  NodeJS  Responsive Web Design  Web Application Development  React  NodeJS  Responsive Web Design  Web Application Development  React  NodeJS  Responsive Web Design  Web Application Development  React  NodeJS  Responsive Web Design  Web Application Development  
React  NodeJS  Responsive Web Design  Web Application Development  React  NodeJS  Responsive Web Design  Web Application Development  React  NodeJS  Responsive Web Design  Web Application Development  React  NodeJS  Responsive Web Design  Web Application Development  
GDG DevFest 2024

GDG DevFest 2024

Google Developer Group - SG

Facilitator at the annual conference for developers, designers, and technology enthusiasts. The event is organized by Google Developer Group Singapore and is part of the Google Developer Groups DevFest series.

Conference Topics

Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  
Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  Google Cloud  LLMs  Agentic AI  Vertex AI  CrewAI  Machine Learning  AI Ethics  
UrbanEdge

UrbanEdge

The Shift to the Cloud

A project simulating a failing on-premise data center and the migration to the cloud. The project demonstrates using AWS with AWS Well-Architected Design to propose a migration plan to shift to AWS Cloud.

Technology Stack

AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  
AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  AWS Cloud  Migration Strategy  Risk Management  Monitoring, Alerts & Logging  Scalability & Availability  Management & Governance  Cost Analysis  
Grandis

Grandis

WFH Management System

A WFH management application that facilitates managing staff WFH schedules, tracking approvals, and application status. This project aims to practice SCRUM methodology.

Technology Stack

Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  
Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  Scrum  NextJs  TypeScript  Supabase  Jest  SonarQube  Vercel  
HacX! 2024

HacX! 2024

Team FreeIceKopi (Top 20 Semi-finalist)

Organized by HTX and Microsoft, Hack for Public Safety! A project about detecting unusual objects through the analysis of video footage captured by officers' body-worn cameras and notify the officers where required.

Technology Stack

Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  
Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  Machine Learning  Object Detection  Object Classification  Python  RESTful API  TypeScript  React Native  Mobile Dev  Raspberry Pi  Bluetooth  IoT  
CityJS Singapore 2024

CityJS Singapore 2024

JavaScript Conference

During the events, meet and hear from the most audacious and provocative speakers in the JavaScript conferences. Developer, Architect, CTO, this is the best time to get ideas and learn what is new and upcoming in the JavaScript & Frontend world.

Conference Topics

Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  
Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  Frontend  Vue  React  Angular  Vite  Reactive & Functional Program  Transition APIs  Payment APIs  Web Accessibility  2FA & Multi-FA  Machine Learning  AI Empowered  Copilot  Unit Test  
TikTok TechJam 2024

TikTok TechJam 2024

Lockerism (People's Choice Award)

An analytics application, powered by Privacy-Enhancing Technologies (PET), Homomorphic Encryption (HE) and blockchain, to bring data privacy and security to users.

Technology Stack

Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  
Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  Kaggle  Python  numpy  pandas  scikit-learn  Flask  RESTful API  TypeScript  NextJS  MUI  MetaMask  Ethers  Web3  ZKsync  Cybersecurity  Blockchain  Machine Learning  
DSTA BrainHack TIL-AI 2024

DSTA BrainHack TIL-AI 2024

Team FreeIceMilo (Rank 5 - Finalist)

An autonomous system that identifies, classifies, and neutralizes air threats, built using AI that interprets spoken commands into precise turret actions.

Technology Stack

GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  
GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  GCP  Vertex AI Workbench  Docker  HuggingFace  AI/ML  (ASR) OpenAI Whisper  (NLP) BERT  (VLM) RT-DETR(x)  (VLM) CLIP(large)  Python  RESTful API  Websocket  Javascript  three.js  
YATA

YATA

Yet Another Telemedicine App

An enterprise solution built using Service-Oriented Architecture (SOA) and scalable microservices - Empowering Healthcare in Singapore.

Technology Stack

TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  
TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  TypeScript  Next.JS  RESTful API  Python  Flask  Javascript  NodeJS  ExpressJS  Zoom  MailTrap  Twilio  PhonePe  Docker  KrakenD API Gateway  RabbitMQ  SQLite  
Sheng Siong App

Sheng Siong App

Enhancing Shopping Experience

An MVP to enhance efficiency and drive new business models for growth. Utilizing AI, cloud, analytics, mobile, social media, and IoT.

Technical Skills

Figma  UI/UX  Prototyping  Analytics  Digital Transformation  Figma  UI/UX  Prototyping  Analytics  Digital Transformation  Figma  UI/UX  Prototyping  Analytics  Digital Transformation  Figma  UI/UX  Prototyping  Analytics  Digital Transformation  
Figma  UI/UX  Prototyping  Analytics  Digital Transformation  Figma  UI/UX  Prototyping  Analytics  Digital Transformation  Figma  UI/UX  Prototyping  Analytics  Digital Transformation  Figma  UI/UX  Prototyping  Analytics  Digital Transformation  
Reventé

Reventé

Sustainable Fashion Marketplace

An eCommerce platform for fashionistas to buy and sell pre-loved fashion items. Gamification and AI empowered.

Technology Stack

Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  
Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  Javascript  Vue  Vite  Bootstrap  PrimeVue  chart.js  anime.js  GSAP  Google Maps  DialogFlow  Pinia  Firebase  ExpressJS  OpenAI  PaLM  Replicate  Stripe  Vercel  
WeSports

WeSports

Booking Badminton Courts

The WeSports App facilitate seamless booking of badminton courts - Connecting Youths through Sports.

Technical Skills

Figma  Youtube  UI/UX  Prototyping  Figma  Youtube  UI/UX  Prototyping  Figma  Youtube  UI/UX  Prototyping  Figma  Youtube  UI/UX  Prototyping  
Figma  Youtube  UI/UX  Prototyping  Figma  Youtube  UI/UX  Prototyping  Figma  Youtube  UI/UX  Prototyping  Figma  Youtube  UI/UX  Prototyping  
NUS-NES CATALYSTxAI 2023

NUS-NES CATALYSTxAI 2023

UrbanAIze

Urban Planning with AI. Empowered by various AI models. Generate diverse 3D urban layout plans for better city development.

Technical Skills

AI  Replicate  Figma  UI/UX  Prototyping  AI  Replicate  Figma  UI/UX  Prototyping  AI  Replicate  Figma  UI/UX  Prototyping  AI  Replicate  Figma  UI/UX  Prototyping  
AI  Replicate  Figma  UI/UX  Prototyping  AI  Replicate  Figma  UI/UX  Prototyping  AI  Replicate  Figma  UI/UX  Prototyping  AI  Replicate  Figma  UI/UX  Prototyping  
SMU WiT Google Ignite 2023

SMU WiT Google Ignite 2023

EduTrekker

Self-learning for children. An AI driven tutoring app for children. Note-taking, AI-curated flashcards, and an AI teacher named Pam.

Technology Stack

Flutter  Dart  Firebase  PaLM  OpenAI  Flutter  Dart  Firebase  PaLM  OpenAI  Flutter  Dart  Firebase  PaLM  OpenAI  Flutter  Dart  Firebase  PaLM  OpenAI  
Flutter  Dart  Firebase  PaLM  OpenAI  Flutter  Dart  Firebase  PaLM  OpenAI  Flutter  Dart  Firebase  PaLM  OpenAI  Flutter  Dart  Firebase  PaLM  OpenAI  
SMU Ellipsis Tech Series 2023

SMU Ellipsis Tech Series 2023

Viiicky (Most Creative Award)

Your Colourblind Asssistant. Aimed to help the colourblind, Viiicky enables users to identify colours and rectify colour deficiency.

Technology Stack

React  TypeScript  TailwindCSS  MUI  React  TypeScript  TailwindCSS  MUI  React  TypeScript  TailwindCSS  MUI  React  TypeScript  TailwindCSS  MUI  
React  TypeScript  TailwindCSS  MUI  React  TypeScript  TailwindCSS  MUI  React  TypeScript  TailwindCSS  MUI  React  TypeScript  TailwindCSS  MUI  
SMU .Hack HEAP 2023

SMU .Hack HEAP 2023

Synthia (Top 10 Finalist)

The Best GenAI Tool. Synthia is a web-based AI; A Chatbot, Image generator, Music generator, and Code generator.

Technology Stack

NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  
NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  NextJs  TypeScript  TailwindCSS  shadcn/ui  OpenAI  
StaffCorps

StaffCorps

All-in-one Business Solution Tool

A Singapore-based app to boost productivity; OCR, News, real-time weather, and real-time traffic video.

Technology Stack

Angular  TypeScript  Firebase  Ionic  Angular  TypeScript  Firebase  Ionic  Angular  TypeScript  Firebase  Ionic  Angular  TypeScript  Firebase  Ionic  
Angular  TypeScript  Firebase  Ionic  Angular  TypeScript  Firebase  Ionic  Angular  TypeScript  Firebase  Ionic  Angular  TypeScript  Firebase  Ionic  
A Healthier McDonalds

A Healthier McDonalds

Guide to a Healthier McDonalds

My first website in 2017. Aimed to help motivate and spread awareness of being healthy. Especially in McDonalds.

Technology Stack

HTML/CSS/Javascript  HTML/CSS/Javascript  HTML/CSS/Javascript  HTML/CSS/Javascript  
HTML/CSS/Javascript  HTML/CSS/Javascript  HTML/CSS/Javascript  HTML/CSS/Javascript