About Me
I'm a penultimate year undergraduate at the Nanyang Technological University, Singapore. Pursuing a bachelor's degree in Computer Science, with a specialization in Artificial Inteligence.
My academic journey is centered around my enthusiasm for technology and finance. I'm dedicated to pushing boundaries and exploring the uncharted. From intricate coding to exploring new possibilities, I find joy in the endless potential of technology and its capacity to drive meaningful change.
In my free time, I find joy in kayaking through serene waters, hiking scenic trails, and giving back through volunteering.
Experiences
FX Desk Intern
Jun 2024 - Aug 2024
• Collaborated with traders to refine trade indicators and signals to enhance data-driven trading strategies.
• Implemented API endpoint to serve traders with the latest trade indicators.
• Utilized GenAI capabilities to analyze and filter unstructured data received by the team.
Machine Learning Intern
Jan 2024 - May 2024
• Developed backend logic and test cases for machine learning product client demostrations.
• Researched and Implemented various machine learning model from decision tree to large language model.
• Analyzed and refactored machine learning models' performance to improve efficacy.
Cyber & Strategic Risk Advisory Intern
May 2023 - Jul 2023
• Performed gap analysis and business continuity management for banks to align with MAS guidelines.
• Implemented VBA to automate data cleaning and abstraction for breach attack and tabletop exercises.
• Facilitated Investment Management Association of Singapore round table event.
Software Developer Intern
Aug 2022 - Nov 2022
• Collaborated with co-workers to research and produce proof of concept that won ARTC startup challenge.
• Utilized Unity and C# to analyze point cloud matching for various iterative closest point algorithms.
• Engineered a 50% increase in the number of supported robots by leveraging 3D modeling software.
Computer Integrated Manufacturing Intern
May 2022 - Jul 2022
• Developed Python scripts to streamline the configuration process by automating recipe creation.
• Ensured code reliability by QA testing through FASTsim PRO for multiple manufacturing equipment.
• Created process flow using Microsoft Visio enabling collaborative effort across multiple teams.
Finance Intern
Feb 2021 - Apr 2021
• Conducted data patching in SAP and liaised with businesses when errors were identified.
• Automated the delivery of email reminders resulting in at least 10 hours saved weekly.
• Organized weekly meetings, updated minutes, and disseminated information across participants.
Projects
Tutor Agent with LangChain
This research introduces intelligent agents as tutors, employing Retrieval-Augmentation Generation and Chain of Thought reasoning with vector store memories. Utilizing Large Language Models like LangChain and OpenAI, the study aims to offer personalized education.
USA Covid-19 Trends and Trajectory into 2023
Understanding the evolving trends and trajectory of COVID-19 in the USA is crucial for informing public health interventions and preparing for potential future outbreaks using various time series models.
Cardiovascular Disease Prognosis Using Artificial Intelligence
This project aims to harness the power of AI to analyze readily available health data, enabling the early prediction of cardiovascular disease and ultimately empowering individuals to live more vibrant and extended lives.