Research Projects

AI Portfolio Project

AI Portfolio Optimization

Machine Learning & Finance (2021)

A deep learning approach using PCA and LSTM for stock trading, combined with Efficient Frontier method for portfolio optimization. Published at IEEE I2CT 2022.

TensorFlow LSTM PCA Portfolio Optimization
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Relighting Project

Relightable Novel View Synthesis (2024)

3D Computer Vision

Research on relightable novel view synthesis from single images using Stable Diffusion. Created a synthetic dataset using Objaverse and Polyhaven.

PyTorch Stable Diffusion 3D Computer Vision
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