WEB | Machine Learning | Hackathon (2nd Runner up in SEA region)
Obtained 2nd runner up out of 217 teams in the SEA Region for 2024 TikTok TechJam Hackathon. AiSL is an AI-powered Sign Language Accessibility Tool that turns videos with sign language into inclusive and exciting videos with auto-generated captions, auto-generated voice-over, and auto-generated emoji captions.
Built using Next.js, TypeScript, Python, LangChain, and FastAPI.
WEB | BLOCKCHAIN
A Scilla Contracts Deployment Tool that empowers you to deploy your Scilla contracts effortlessly via our a) Contracts Wizard (Interactive Code Generator) or b) Automatic Contract Deployment.
Built using React.js, TypeScript, Tailwind CSS, and Scilla.
WEB | AI | HACKATHON (1st Place)
Developed for NTU MLDA Deep Learning Week Hackathon 2022 in 48 hours (1/10/2022 - 3/10/2022). Achieved 1st place out of 120 teams.
Built using React.js, Tailwind CSS, Whisper, YOLOv7, KBIR-inspec, BERT Extractive Summarizer, BlingFire, and Baidu Translate API.
Machine Learning & AI
To Enhance User Experience and Engagement on LinkedIn, IntelliLink was developed and built with 3 key pillars: (1) Fraudulent Job Listing Filter, (2) Industry Trend Forecasting, and (3) Passive Jobseeker Prediction.
Built using Python, R, Jupyter Notebook, and Power BI.
WEB | AUTOMATION
A web application that automatically converts a user's pasted NTU timetable into an iCal file which can be downloaded and added to outlook.
Built using HTML5, CSS3, and JavaScript.
WEB | Machine Learning | Hackathon (2nd Runner up in SEA region)
Obtained 2nd runner up out of 217 teams in the SEA Region for 2024 TikTok TechJam Hackathon. AiSL is an AI-powered Sign Language Accessibility Tool that turns videos with sign language into inclusive and exciting videos with auto-generated captions, auto-generated voice-over, and auto-generated emoji captions.
Built using Next.js, TypeScript, Python, LangChain, and FastAPI.
WEB | BLOCKCHAIN
A Scilla Contracts Deployment Tool that empowers you to deploy your Scilla contracts effortlessly via our a) Contracts Wizard (Interactive Code Generator) or b) Automatic Contract Deployment.
Built using React.js, TypeScript, Tailwind CSS, and Scilla.
WEB | AI | HACKATHON (1st Place)
Developed for NTU MLDA Deep Learning Week Hackathon 2022 in 48 hours (1/10/2022 - 3/10/2022). Achieved 1st place out of 120 teams.
Built using React.js, Tailwind CSS, Whisper, YOLOv7, KBIR-inspec, BERT Extractive Summarizer, BlingFire, and Baidu Translate API.
WEB | AUTOMATION
A web application that automatically converts a user's pasted NTU timetable into an iCal file which can be downloaded and added to outlook.
Built using HTML5, CSS3, and JavaScript.
WEB | UI/UX
Designed and developed a frontend portfolio website.
Built using Next.js, TypeScript, Tailwind CSS, and Three.js.
WEB | AI
An Undergraduate Research Project where I researched and developed an AI-augmented Online Web-based Learning Environment designed to provide interactive feedback and guidance for students learning how to code. Implemented using design principles and best practices, with alpha and end-user beta testing. Research paper accepted for publication at ICERI2024 (International Conference on Education, Research and Innovation 2024).
Built using Next.js, TypeScript, TailwindCSS, Figma, Python, FastAPI, Google Cloud Run, and PostgreSQL.
WEB | UI/UX
Led a team of 6 to develop a community-driven initiative (full stack application) that connects the surplus food from local hawkers directly to families in need. It aims to reduce food waste and ensure that nutritious meals reach those most vulnerable in our society. We applied software engineering best practices and design patterns to ensure high reliability, performance, and extensibility for future enhancements.
Built using React.js, TypeScript, Tailwind CSS, FastAPI, Python, and MySQL.
WEB
A Full Stack Chatting Web Application that was built using MERN Stack. It utilizes Socket.io for Real-Time communication and stores encrypted user details in the MongoDB Database.
Built using React.js, Express.js, Node.js, MongoDB, and Chakra UI.
WEB
A Full Stack Web Application that allows users to see their favorite Cryptocurrency Coins' Current and Historical Prices, Sign Up for an account to add coins to their Watchlist, and more... Utilized coingecko api for real-time data updates on cryptocurrency prices.
Built using Python, JavaScript, Material UI, and Firebase.
WEB
A collection of JavaScript Projects developed by me using HTML5, JavaScript and CSS3.
Built using HTML5, CSS3, and JavaScript.
WEB
A web application that visualizes popular pathfinding algorithms to help users better understand them using JavaScript. Implemented popular pathfinding algorithms and features that customizes visualization with JavaScript.
Built using HTML5, CSS3, and JavaScript.
WEB
A web application that visualizes popular sorting algorithms to help users better understand them using JavaScript. Implemented popular sorting algorithms and features that customizes visualization with JavaScript.
Built using HTML5, CSS3, and JavaScript.
WEB | Machine Learning | Hackathon (2nd Runner up in SEA region)
Obtained 2nd runner up out of 217 teams in the SEA Region for 2024 TikTok TechJam Hackathon. AiSL is an AI-powered Sign Language Accessibility Tool that turns videos with sign language into inclusive and exciting videos with auto-generated captions, auto-generated voice-over, and auto-generated emoji captions.
Built using Next.js, TypeScript, Python, LangChain, and FastAPI.
WEB | AI | HACKATHON (1st Place)
Developed for NTU MLDA Deep Learning Week Hackathon 2022 in 48 hours (1/10/2022 - 3/10/2022). Achieved 1st place out of 120 teams.
Built using React.js, Tailwind CSS, Whisper, YOLOv7, KBIR-inspec, BERT Extractive Summarizer, BlingFire, and Baidu Translate API.
Machine Learning & AI
To Enhance User Experience and Engagement on LinkedIn, IntelliLink was developed and built with 3 key pillars: (1) Fraudulent Job Listing Filter, (2) Industry Trend Forecasting, and (3) Passive Jobseeker Prediction.
Built using Python, R, Jupyter Notebook, and Power BI.
WEB | AI
An Undergraduate Research Project where I researched and developed an AI-augmented Online Web-based Learning Environment designed to provide interactive feedback and guidance for students learning how to code. Implemented using design principles and best practices, with alpha and end-user beta testing. Research paper accepted for publication at ICERI2024 (International Conference on Education, Research and Innovation 2024).
Built using Next.js, TypeScript, TailwindCSS, Figma, Python, FastAPI, Google Cloud Run, and PostgreSQL.
MACHINE LEARNING & AI
To empower NHCS to focus on early prevention of heart disease and maximize efficiency in resource allocation of heart disease identification and treatment, we deployed 2 analytical models to be used in a 2-stages process - 1) Individual Empowerment; 2) Primary Care Prediction.
Built using Python, and Jupyter Notebook.
MACHINE LEARNING & AI
This project aims to maximize studios' profits on anime they produce by estimating 'mean' rating of anime and predicting 'success' probability before production, hence giving studios the ability to fine-tune the anime before production.
Built using Python, and Jupyter Notebook.
WEB | BLOCKCHAIN
A Scilla Contracts Deployment Tool that empowers you to deploy your Scilla contracts effortlessly via our a) Contracts Wizard (Interactive Code Generator) or b) Automatic Contract Deployment.
Built using React.js, TypeScript, Tailwind CSS, and Scilla.
WEB | Machine Learning | Hackathon (2nd Runner up in SEA region)
Obtained 2nd runner up out of 217 teams in the SEA Region for 2024 TikTok TechJam Hackathon. AiSL is an AI-powered Sign Language Accessibility Tool that turns videos with sign language into inclusive and exciting videos with auto-generated captions, auto-generated voice-over, and auto-generated emoji captions.
Built using Next.js, TypeScript, Python, LangChain, and FastAPI.
WEB | AI | HACKATHON (1st Place)
Developed for NTU MLDA Deep Learning Week Hackathon 2022 in 48 hours (1/10/2022 - 3/10/2022). Achieved 1st place out of 120 teams.
Built using React.js, Tailwind CSS, Whisper, YOLOv7, KBIR-inspec, BERT Extractive Summarizer, BlingFire, and Baidu Translate API.
WEB | AUTOMATION
A web application that automatically converts a user's pasted NTU timetable into an iCal file which can be downloaded and added to outlook.
Built using HTML5, CSS3, and JavaScript.
OTHERS
Lead a team of 3 to develop a Java-based console application for managing final year projects (FYP) for students in tertiary institutions. It features authentication, user management, project management, and communications between students, supervisors, and fyp coordinators. Incoporated and Utilised Object-Oriented Programming Concepts and SOLID Design Principles.
Built using , and Java.
MACHINE LEARNING & AI | HACKATHON
Developed for MLDA Deep Learning Week Hackathon in 2021 24 hours (16/10/2021 - 17/10/2021). Utilized Python for data cleaning, data preprocessing, and fitting ARIMA model to predict future food demand, optimize food inventory and reduce food wastage (Time Series Forecasting). Utilized JavaScript to help implement front-end web application to display predictions.
Built using Python, and JavaScript.
OTHERS
Utilized R and Excel to clean various datasets, combine them, and visualize data insights to analyze how Annual Members and Causal Riders use Cyclistic bikes differently. Provided data-driven recommendations for a new marketing strategy to convert Causal Riders to Members.
Built using R, and Excel.
WEB
A backend Social Media Server using Python and Django. It includes Login Authentication, Follow/Unfollow Users, Create/Edit/Like Posts, Profile Page, and Pagination.
Built using Python, and Django.
WEB
A backend Mail Server using Python and Django. It includes Login Authentication, View Inbox, Send/Reply Emails, View Emails, and Archive/Unarchive Email.
Built using Python, and Django.
WEB
A backend Ecommerce Server using Python and Django. It includes Login Authentication, View/Create/Close/Bid on Listings, Create Watchlist, and Filter by Category.
Built using Python, and Django.
WEB
A backend Wiki Server using Python and Django. It includes View/Edit/Create/Search/Random Wiki Page, and Markdown Support.
Built using Python, and Django.