As a full stack developer and data scientist, my experience ranges across the stack. I currently maintain Sambal SOS, an aid data crowdsourcing platform with over 30,000 users, while working on NLP research.
I build, scale and deploy powerful and scalable web applications, APIs and deep learning models.
Tensorflow, Keras, Pytorch, Scikitlearn, Pandas, Flask, OpenCV
Typescript (React.js, Redux, MobX, Next.js, React Native), Node.js (Express.js, Nest.js, Apollo)
HTML/CSS (Chakra UI, Ant Design), PHP, Dart (Flutter)
Heroku, Google Cloud
PostgreSQL, MySQL, MongoDB, Redis
Technical Stack: React.js, Node.js, Express.js, GCP, PostgreSQL
Crowdsourcing aid data across the nation. An open-source, dynamic, real-time web app with over 30,000 users. Quickly went viral in the Malaysian community, has over 1000 flags reported in the past year and was featured in over 20 major national and international publications.
Technical Stack: MERN (MongoDB, Express.js, React.js, Node.js)
A blogging platform with a React-powered frontend and a Express API with a dashboard, extensibility to comment, search etc. Built purely from the ground up.
Technical Stack: MERN (MongoDB, Express.js, React.js(Redux), Node.js)
A PWA frontend that collects complaints regarding vending machines with a chatbot and provides an administrator and technician interfaces, with a powerful Node server that employs a custom distance-matrix algorithm to calculate the nearest technician for each job and dispatches them.
Built as a 72 Hour hackathon project and was the winner of the bounty challenge.
Technical Stack: PostgreSQL, Express.js, React.js(Redux), Node.js
A resource building and sharing web app that ships with a drag and drop editor for users to build and share resources. Operates on a modern UI, with dark mode flexibility, Redux, OAuth and more. This project is actively under development.
Technical Stack: PostgreSQL, Node.js(Express.js)
A web application to manage the approval and posting of press releases by delegates in a Model UN simulation of the Dewan Rakyat.
Built a whole bunch of landing pages both for clients and for fun!
These include one for a shipping company, for the developer student club within the campus, etc.
Technical Stack: Tensorflow, Pytorch, Huggingface, Google Cloud
An industrial research project that aims to automate the adherence scoring of annual reports using high performance neural models. Trained a hybrid framework that consists of LSTMs, linear attention transformers such as Longformer/Big Bird and keyword attention for rubric injection
Publication pending
Technical Stack: Tensorflow, Pytorch, OpenCV, Flask, Streamlit
Trained a semantic segmentation model and integrated it into a style transfer pipelines that styles different parts of the image differently for visually stunning outputs.
Technical Stack: React.js, Flask, Tensorflow
Credit Profile Analysis reinvented with Natural Language Processing. Analysing the online presence of an SME by grabbing interactions on various platforms via scraping and open source APIs and using sentiment analysis to aggregate a score.
Wrote a Flask server that deploys crawlers to scrape the relevant platforms, aggregates them and utilises custom NLP pipelines
View ProjectTechnical Stack: Python, Pandas, scikit-learn
Series of notebooks exploring the complete pipeline from cleaning all the way to modelling. Studied the global agricultural industry, and how it's changed over the years, the positions of large economies, and what the future might look like.
View ProjectTechnical Stack: Python, NLTK, Gensim
Natural Language Processing Project that processes tweets, analyses sentiments, does NER, generates word clouds, etc.
View Project
Technical Stack: Node.js, Express.js, Nodemailer, MongoDB, EJS
A Node.js application that blasts emails to members of a mailing list, templating through HTML emails. Comes with a web application that provides an alternative to drafting emails, through a WYSIWYG editor as opposed to the command line tool.
Currently used by the local DSC as the primary communication tool.
Technical Stack: Python, Discord.py, Google APIs
A Native Bot that performs member verification, delivers key links, runs a confessions page, etc.
A team effort, along with the technical team.
August 2021 - Present
May 2021 - August 2021
October 2020 - November 2020
Consecutively On The Dean's List and on track for first class honours
I lead the Google Developer community on campus and organised hackathons, talks and workshops for Python, Flutter, Full Stack Web Development, Javascript and machine learning.
I build and maintain the tools we use on a daily basis while also contributing to workshop content. Tools I built include a server to custom blast emails, a website to recruit members, while also coordinating a full team of developers across the frontend and the backend.
Running a hacker-maker group within the university, organised weekly meetups and hackathons
Managing the outreach team that is responsible for coordinating with external parties and managing the social platforms on a weekly basis.
A Local Hackermaker Group, embracing the culture of self-initiated projects. Part of my responsibilities include the documentation of sessions.
Consecutively On the Dean's List
9A*s in 9 Subjects
Mathematics, First Language English, Additional Mathematics, Biology, Chemistry, Physics, Business Studies, History, Malay
Built an auto-routing technician dispatch PWA using React.js (Ant Design), Node.js (Express) and MongoDB.
Built an NLP-based credit profile analysis platform
Completed KUMON Maths, ranking 6th out of completers in the age group in the country at the age of 13
Won outstanding delegate awards and chaired in various Model UN conferences, often at the national level