Projects

Projects I am working on or have worked on in the past. I will work on more in the future so stay tuned!

Research
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Saliency-Based explanations via generative modelling

A framework for explaining deep neural networks for neuroimaging via generative modelling based on large-scale data.
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Lightweight recommender system for Recsys 2022

A recommender system framework for Recsys 2022 for session-based fashion recommendation that we used in our paper.
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Non-Stationary RL for Forex Trading

A reinforcement-learning framework that clusters FX market regimes from the behavior of offline-trained trading agents, then trains regime-specialized policies and predicts the next regime to improve returns.
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Genetic Algorithms for Flexible Job Shop Scheduling

A Python implementation of Genetic Algorithms for the NP-hard Flexible Job Shop Scheduling Problem (FJSP), comparing multiple GA variants (initialization, selection, crossover, mutation) and evaluating them on benchmark instances.

Learning
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App Development at Apple Developer Academy

A collection of iOS apps and product prototypes developed during my experience at Apple Developer Academy, showcasing growth in app development, design, and teamwork.

Fun