About Me
I'm currently a Freshman at the National University of Singapore (NUS) School of Computing majoring in Business Analytics.
I partipate in Hackathons and Data Science related competitions frequently and am passionate about Software and Machine Learning Development. Specifically, I find great interests in the area of Natural Language Processing, Computer Vision and the intersection of AI and Software Engineering.
As an inquisitive person, I always have an eagerness and desire to learn (be it Tech-related or not). So do drop me a message if you want to connect!
Experience
Bytedance
Incoming Backend Engineer Intern (Tiktok)May 2023 - Aug 2023
Singapore Armed Forces (SAF)
Machine Learning EngineerMay 2020 - Mar 2022- Developed multiple end-to-end Machine Learning pipelines using Tensorflow, Pytorch and Keras
- Involved in the research and implementation of accurate geo-rectification algorithm using feature matching
- Embarked on Innovative projects regarding geolocation and 3D Mapping (QGis and WebODM)
- Designed MySQL databases and PowerBI dashboards for better visualisation and streamline work processes
- Test Author for Python and Machine Learning evaluation for new members
Defence Science and Technology Agency (DSTA)
Data Analyst (Contract)Oct 2020 - Apr 2021- Designed Qlik Sense dashboards to better enable National Service (NS) policy decision making
- Created comprehensive end-to-end data pipeline which accurately classifies open-ended responses in forms, up to a 95% accuracy
Achievements
expert.ai : Turn Language into Action NLH
WinnerSep 2022 - Oct 2022- Built an assistive tool that labels emotional traits in texts and story books which aims to help children with Autism Spectrum Disorder (ASD) better recognise emotions through the use of storytelling
- Worked on Fetching, Processing, Disambiguating and Analysing storybooks
EY : Better Working World Data Challenge (2022)
Global WinnerMay 2022 - Jul 2022- Built machine learning models which accurately predicts frog count densities to help scientists better understand how biodiversity is being impacted by factors including climate change and habitat loss
Kaggle : Jigsaw Rate Severity of Toxic Comments
Top 1.7%Nov 2021 - Feb 2022- Built Model Ensembles to compare the level of toxicity of comments pairs
Kaggle : Chaii - Hindi and Tamil Question Answering
Top 5.6%Aug 2021 - Nov 2021- Built Model Ensembles for this Question Answering problem that predicts answers to real questions in Hindi and Tamil about Wikipedia articles
Skills
Languages
Python
Java
JavaScript
R
Technologies
MySQL
MongoDB
Flask
TensorFlow
PyTorch
Keras
Scikit-Learn
Pandas
Docker
Git
React
Tailwind
HTML
