Experience

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  Nus-iss

  Feb 2024 - Feb 2025

  Graduate student
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  A*star - agency for science, technology and research

  Sept 2024 - now

  Software engineering intern

  Worked on the Space-Time Energy Vector Flow Network (STEVFNs), a Python-based tool designed to optimize energy systems and support Singapore's decarbonization goals.Designed and refactored modular and scalable JSON templates for assets and locations, enabling diverse energy scenario modeling.Resolved technical challenges, including issues with quadratic constraints in CVXPY workflows, enhancing the accuracy and reliability of optimization results.Collaborated with vendors to integrate backend systems with a user-friendly frontend interface, improving accessibility for stakeholders.Began integrating Generative AI (Hugging Face Transformers and GPT-Neo) to provide intelligent system optimization suggestions and automate result analysis, with plans to refine and expand its capabilities further.Developed tutorials and data visualizations to facilitate user onboarding and support stakeholder presentations.Will contribute to creating an Open University course focused on using and enhancing the STEVFNs tool, with an emphasis on energy system modeling, optimization, and leveraging AI for advanced insights. Show less

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  Freelance

  Mar 2025 - now

  Project developer

  Currently developing a Minimum Viable Product (MVP) . Using Jira to manage tasks and track progress.Creating and managing tasks, epics, and user stories.Tracking progress using sprint boards and backlogs.Generating reports or dashboards to monitor project health.