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1. ViT-Unet-Semantic-Segmentation-for-Marine-Debris-detection ViT-Unet-Semantic-Segmentation-for-Marine-Debris-detection Public

   Hybrid ViT-UNet for marine plastic detection on Sentinel-2 imagery — beats the published MARIDA baselines on mean IoU.

   Jupyter Notebook

2. Machine-Learning-Algorithms-for-Predicting-Diagnosis-and-Dysplasia-Status Machine-Learning-Algorithms-for-Predicting-Diagnosis-and-Dysplasia-Status Public

   Scientific paper that studies the impact of different machine learning algorithms for the prediction of diagnosis and dysplasia Status

   Jupyter Notebook 1

3. knowledge_distillation_multilingual_transformers knowledge_distillation_multilingual_transformers Public

   Evaluating how student pre-training asymmetry affects knowledge distillation for multilingual (EN/ES) intent classification.

   Jupyter Notebook 1

4. deep-rl-ocean-cleanup deep-rl-ocean-cleanup Public

   Custom stochastic RL environment for ocean-plastic cleanup, comparing Q-learning, Double/Dueling DQN, and PPO from scratch.

   Jupyter Notebook 1

5. neural-networks-from-scratch-and-pytorch neural-networks-from-scratch-and-pytorch Public

   Deep learning from first principles: a neural network engine built from scratch in NumPy (hand-derived backprop, dropout, momentum, mini-batch GD) + a PyTorch MLP-vs-CNN image classifier reaching ~…

   Python

6. 3D-Particles-Collision-Simulator 3D-Particles-Collision-Simulator Public

   High-performance 3D particle collision simulator: Newtonian N-body physics with merging collisions and reflective walls, implemented four ways (AOS/SOA × sequential/OpenMP) to measure the impact o…

   C++