Ankit Kumar Saini

Dog_Breed_Classifier

April 20, 2021 – September 18, 2021

End-to-end deep learning pipeline to classify images of dogs and humans to determine what breed the human or dog most resembles

Coursera_TensorFlow_Advanced_Techniques_Specialization

April 12, 2021 – June 9, 2021

Used the Functional API to built custom layers and non-sequential model types in TensorFlow, performed object detection, image segmentation, and interpretation of convolutions. Used generative deep learning including Auto Encoding, VAEs, and GANs to create new content.

Coursera_Natural_Language_Processing_Specialization

April 7, 2021 – April 8, 2021

Implementation of state-of-the-art NLP models using transformers for tasks including machine translation, text-summarization, chatbots, and question answering.

Disaster-Response-NLP-Pipeline

March 24, 2021 – March 25, 2021

End-to-end machine learning pipeline to classify disaster messages into 36 categories and a web app to deploy the trained model.

Data_Science

January 31, 2021 – February 1, 2021

Data analysis & visualization of "2020 Kaggle Machine Learning & Data Science Survey" to highlight the tools and best practices used by the Data Science Practitioners along with a blog post on Medium.

Machine-Learning-Lab-Plaksha

December 8, 2020 – August 7, 2021

Programming assignments covering fundamentals of machine learning and deep learning. These were completed as part of the Plaksha Tech Leaders Fellowship program.

Coursera_Deep_Learning_Specialization

December 7, 2020 – May 21, 2021

Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.