Praneeth Yenugutala's Projects
Causal Inference - The Effect of Circuit Court Decisions on Social Attitudes. Uses Machine Learning and concepts in econometrics and causal inference. Heavily used Python, numpy and scikit-learn.
Animal Trading card design
Predicting Bike-Sharing with a neural network built from scratch
A basic blog web application with MongoDB, Python, Bottle and Pymongo frameworks
An application which allows you to click cats. To demonstrate the organization of Javascript code into an MV* style to seperate the view and the model with an octopus(which is layer between the view and the model) without using any organizational framework.
Cat Clicker using an organizational framework i.e. KnockoutJS
Python scripts for deep learning and other machine learning stuff. Learning and scripting.
Creating app for helping with the flint water crisis problem
A frogger arcade game clone using Object-oriented Javascript and HTML5 Canvas.
To demonstrate industry standard workflows and responsive design paradigms. Completely builds the resume site using data from json.
Creating a CIFAR-10 classification neural network using convolutional layers in Tensorflow
Hand Gestures - Classification with Object Detection. Used Residual and Inception-v4 deep neural networks along with Single shot multibox detector neural net. Used Tensorflow and Keras.
Showcase use of Bootstrap 3 based responsive grid based layout, responsive text and responsive images using srcset. Looks good o all devices and screen sizes.
Playing with the Google maps api to create a real estate application
Developing a sentiment analysis system using deep learning from scratch without using DL frameworks
Playing with the latest version of tensorflow 1.0.0
A highly scalable, efficient and effective search engine which ranks and indexes a gigantic wikipedia corpus. Used concepts in Information Retrieval and used Java exclusively for the search engine.