Hall of Projects
Here's an archive of the things I've worked on, either in professional environments or my own personal projects.
| Project | Description | Links |
|---|---|---|
| ANNEY Robot | A ROS-based waiter robot that performs speech recognition to take orders and object detection to identify prepared food for order verification. | |
| Fitnity | A full stack web application enabling users to discover sports activities and connect with a sports-loving community, encouraging the practice of an active lifestyle together. Featuring NLP using sentiment analysis and keyword extraction on user reviews for quicker and better decision making on sports locations and a gamification feature to keep users motivated. Developed for Garuda Hacks 3.0 2022 in 48 Hours where we received an Honorable Mention against over 100 submitted projects. | |
| Healthcare Review Management Chatbot | A web-based chatbot that collects reviews from healthcare patients and automatically performs text classification and sentiment analysis for review management. | |
| Depression Indicator Chatbot (Inspector Gloom) | A web-based API and chatbot that performs sentiment analysis on Twitter tweets and classifies depression severity based on Depression Anxiety Stress Scales Responses. | |
| Portfolio Website V2 | This very website you're looking at! This is the second iteration of my portfolio website built using Gatsby and deployed to Firebase, complete with automated build and deployment using GitHub actions. | |
| YouTube Comments Analysis App | A sentiment and subjectivity analysis app to understand videos without the dislike count. | |
| Cloud Project Access Request Application | A web application and automated system to request for and automatically provision cloud roles and projects access. | |
| BTS Recogniser | An elementary facial recognition project using built-in methods in OpenCV and web scraping techniques in obtaining a dataset. | |
| Chrome Dinosaur Game AI | An image classification and automation approach to playing the famous Chrome dinosaur game. | |
| Sketched Digit Predictor | My take on the classic MNIST dataset using transfer learning with ResNet and deployment with Docker. | |
| Prepaid Fraud Detection | A facial recognition and image quality classification approach to fraud detection in prepaid registrations. | |
| Iris Classification API | My take on the classic iris classification dataset where I explored Exploratory Data Analysis and serving models in an API. | |
| Portfolio Website V1 | The first version of my portfolio website built using React and deployed using Firebase. | |
| AACOE Project Monitoring Dashboard | An automated and centralised system and dashboard to monitor the department's projects. | |
| Resume Search Retrieval Application | An application to upload and search for the most relevant resumes based on keywords. | |
| EcoNet | A web application proposed for UniHack 2020 that enables users to enter the items they want to recycle and obtain the closest recycling centres. A global finalist project (3rd) |