Shauna Tan Email & Phone Number

Singapore

Singapore

- Set up and used a tool called CTC to find out the code coverage of the project code and did further analysis of the code coverage report by investigating which code was not called at all and why, and came up with test cases to cover these gaps- Set up Jenkins pipelines to streamline CI/CD processes and enhance DevOps workflows for various projects- Created batch scripts to automate test cases and the generation of the code coverage report to improve efficiency and reduce manual labour for these tasks

Singapore

- Created a full-stack, web-based, artificial intelligence-powered video editing tool called MERLIN in a team of five interns following a flexible agile development roadmap- Researched and tested various state-of-the-art (SOTA) deep learning models for automatic video captioning and video searching, particularly the CLIP model, and created a tutorial notebook on how to use CLIP to search videos- Led the frontend development of the application which was built using React.js and used Axios to make API calls to our backend AI models which were deployed using FastAPI

Singapore

- Built a domain-specific language model by fine-tuning pre-trained BERT (NLP with deep learning), and tested it using the downstream task of Question Answering.- Obtained the data via scraping PubMed Central using Scrapy and Selenium.- Used PyTorch Lightning to structure the code.- Used Docker to easily pack, ship and run the model as a lightweight, portable, self-sufficient container.- Ensured efficient loading of data by utilising Dask to lazy load the data as it is quite big, avoiding out of memory problems.

Aided researchers in conducting their research, either through helping with experiments/studies or administrative tasks.

Data entry, mainly using Microsoft Excel. Telecommunication and administrative duties like scanning, filing, and organising contracts.

Bachelor Of Engineering - Be, Computer Science

Activities and Societies: NTU Sport Shooting Club (Honorary General Secretary)

Education record

Summer overseas program: Korean Language

Gce ‘A’ Levels

Activities and Societies: Air Rifle Club (Treasurer and VIA Representative)