I'm a first class graduate in Computer Science from University of Malaya, specialising in Artificial Intelligence. I love building AI-based solutions (hopefully those that don't take over the world) and venturing into the vast world of technology. Professionally, my areas of interest include Computer Vision, Data Science and Machine Learning Operations (MLOps)
Experience
Analytics and AI Intern (MLOps Team)
July 2021 - January 2022
- Assisted in MLOps operations through tasks such as writing and testing Directed Acyclic Graphs (DAGs) in Airflow and developing an installable data drift module.
- Collaborated on a resume rank and search application that combined PDF uploading, text parsing, information extraction and document indexing, ranking and searching.
- Worked on the initial stage of a fraud detection and prevention project on identification cards, leveraging computer vision for image quality classification and face detection and recognition.
- Assisted in the development of an automated central monitoring dashboard using Cloud Functions, BigQuery and Data Studio that helped track the performance of projects under the department.
- Developed the initial version of an access request application to ease and automate the process of requesting and provisioning cloud roles and project access.
Projects
I've worked on a variety of projects, primarily in the fields of machine learning, computer vision and web application development. To see more of my work, especially those in professional environments, feel free to view my archive or my GitHub.
Fitnity
A full stack web application featuring NLP on user reviews that enables users to discover sports activities, locations and connect with a sports-loving community. Built for Garuda Hacks 3.0 and acknowledged as an Honorable Mention globally.
React • Flask • SpaCy • yake • Firestore • Firebase Hosting • Heroku
Skills
| Languages | Python, Java, JavaScript, SQL, HTML, CSS |
| AI/ML/DS | TensorFlow, PyTorch, scikit-learn, PyCaret, tsfresh, Pandas, Numpy, Matplotlib, OpenCV |
| Web Development | Flask, React JS, Gatsby JS, Streamlit |
| Cloud and Ops | Google Cloud Platform, Firebase, Airflow, Terraform, Docker, Selenium, Git |
Contact
I'm currently looking for positions, primarily in Data Science, Computer Vision or Machine Learning Engineering. If you'd like to know more about me, interested to work with me or just want to say hi, feel free to contact me!