Experience

Chicago, IL · May 2026 – July 2026

• Built a warehouse/SAP-informed Mobile Application Builder with a React metadata-driven UI.
• Integrated an Azure SQL + REST/OData backend.

Durham, NC · Jun 2025 – Present

• Multi-headed transformer for thin-film optical properties (Psi/Delta).
• PyTorch pipeline; RAG over lab documentation.
• Ellipsometry ML pipeline: TMM/PyTMM synthetic datasets from refractiveindex.info, noise models, pytest/uv/Docker, and SLURM batch jobs.

Chapel Hill, NC · Oct 2024 – Present

• DeBERTa-v3 AI-text detection at 99.9% on 10K validation set.
• Selenium/BeautifulSoup pipeline for 50K+ crowdfunding records.
• pandas/statsmodels difference-in-differences and regression analyses.

Singapore · Nov 2022 – Nov 2025

• Launched Aeris Studio’s Killer 65 group-buy site: a fully customizable keyboard (top frame, bottom frame, counterweight) with Home, Gallery, and Contact pages.
• Built the storefront in Next.js, Chakra UI, and Yarn; hosted on AWS Amplify; checkout via the Shopify Storefront API.
• Shipped a scroll-animated landing of product renders and an in-store customizer for configurations.
• Reached $100K revenue in six months; automated Blender Python rendering (−90% labor) and cut operating costs by 20%.

Singapore · Oct 2021 – July 2023

• CSSCOM Award; Exercise Wallaby 2022.

Chapel Hill, NC · Sep 2024 – May 2025

• Planned campus events; collaborated with SEASA and BSM.