Sophiie Hackathon 2026 – 5th / 15

Built an AI interior designer using LangGraph to autonomously find furniture on Facebook Marketplace based on an image uploaded by the user and message sellers.

Co-built and load-tested the backend for a university exam scheduling system handling room allocation and invigilator assignments, deployed on AWS with auto-scaling (1–4 instances) achieving 99.9% uptime.

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Implemented and fine-tuned a Siamese network to classify the ISIC 2020 Kaggle Challenge dataset and achieved 80% accuracy despite a severe 98:2 class imbalance.

Developed a research paper graph generation backend using Flask and SQLAlchemy to help academics find complex relationships between papers through filters such as thematic similarity, citations, and co-authors.

UQCS Hackathon 2024 – People's Choice Award

Built a match outcome predictor for Valorant using a gradient boosting model (Python, XGBoost) achieving 82% accuracy.

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