Hi, I'm Dinara

A recent graduate with passion for computational neuroscience & deep learning.

Skills: RNN, LSTM, NLP, Text Preprocessing

Generated my own Seinfeld TV scripts using Recurrent Neural Networks model based on 9 seasons' scripts available.

Skills: CNN, FastAI, Transfer Learning, Image Processing

Built a ResNet34 model to automatically predict the location of image based on any landmarks depicted in the image.

Skills: GANs, DCGAN, Discriminator & Generator

Generated new faces using Deep Convolutional Generative Adversarial Networks (DCGAN) & celebrity images (CelebA) dataset.

Skills: Computer Vision, CNN, Haar Cascade

Use image processing techniques with deep learning to detect faces in images and find their keypoints such as position of the eyes, nose, and mouth.

Skills: CNN, RNN, LSTM, Image Captioning

Combined CNN, RNN & LSTM to transform input images into a set of features (CNN) while giving a meaningful description of them (RNN & LSTM).

Skills: Simultaneous localization and mapping (SLAM)

Used feature detection and keypoint descriptors to build a map of the environment with SLAM, object tracking, and probability.