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About


I’m an Engineering grad student and a ML enthusiast/researcher. My interests primarily include deep RL, applications of machine learning in mathematical optimization and operations research, graph representation learning, and geometric deep learning. Also, I always have an eye for advances and research in more fundamental topics of AI such as optimization techniques, and learning methods.

Stack


Python TensorFlow Keras PyTorch PyTorchLighning pyg sklearn
C++ julia julia Colab opencv openaigym scipy

Connect with me


Ebrahim's Twitter Ebrahim's LinkedIn Ebrahim's Medium Ebrahim's Gmail Ebrahim's Stackoverflow



Ebrahim Pichka's Projects

resnet50-knowledge-distillation icon resnet50-knowledge-distillation

Training a ResNet18 model on CIFAR10 dataset by distilling a ResNet50 model which was pretrained on ImageNet dataset, and fine-tuned on CIFAR10.

semantic-textual-similarity icon semantic-textual-similarity

Categorizing products of an online retailer based on products’ titles using word2vec word-embedding and DBSCAN (density-based spatial clustering of applications with noise) clustering.

tale icon tale

Transformer-based protein function Annotation with joint feature-Label Embedding

transformer icon transformer

A simple from-scratch implementation of the Transformer architecture from "Attention is all you need" papr by Google.

vanilla-pg icon vanilla-pg

Simple PyTorch implementation of the Vanilla Policy Gradient algorithm.

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