Amritbani Sondhi

SMM1-Graph-and-Centrality-Measures. Implemented degree, closeness, betweenness and eigenvector centrality in python with and without Networkx Library. Created a network graph, with node size relative to the eigen vector centralities of the nodes. It uses Numpy, Matplotlib, Networkx and itertools libraries for fulfilling the requirements.

SMM2-Twitter-Community-Detection. It detects the communities within a twitter network. It does this by first getting the friends and followers and then detecting the reciprocal friends. It then again gets the friends and followers of the top 5 reciprocal friends list and creates a network on which the communities are detected

Error-Logger-Application. Developed an application which logs all the error and exception details in the database and maintains log files on the Server. The database is maintained with Code First approach. It consists of an MVC Application, a DLL, another REST Application, with a separate DAL layer, Model-Views which provide different functions in the application. Built using ASP .Net MVC Application with REST Web API; Individual Project

Key-Value-Database. NoSQL Database: Developed a key/ value in-memory database using template class which can have parent- child relationships. It supports addition, deletion of key/value pairs and editing the values of parent as well as child vectors. The database contents can be persisted in an XML file as well as restored back from that file. Supports a no. of queries which returns a collection which match from the list. Built the application using C++ and concepts of object oriented design.

Theme-Based-Aesthetic-Image-Assessment. Classified and predicted the image ratings using a simple model of deep convolutional neural networks. Formulated a set of 250 high quality peer rated pictures which achieved an accuracy of 66.8%

Codes-related-to-Algorithms. Codes done in the Course of Advanced Data Structures and Algorithms (ADS) : selection_sort, bubble_sort, insertion_sort : using linked_list; 2-D matrices using linked lists : matrix addition and matrix multiplication; Dijkstra's algorithm : using min heap and routing table; Prim’s algorithm : using min heap and MST table; In-place Merge Sort : using linked list; AVL tree : add_node, remove_node 2-3-4 tree : add_node, remove_node; AVL Tree - height_adjustment; merge_function - using linked list

Movie-App. Developed an iOS app using a TMDb API to retrieve popular, trending and now showing movies and their details. Implemented user login, authentication, camera, UIImagePicker and other features.

CommServeApp. Created with the thought of serving the community for achieving a greater purpose. CommServeApp lets you, the users to like, favourite and post data, pictures and location. Users can check what is needed and where you can make a difference. The app is built using iOS Swift on XCode. It uses Firebase for user authentication and storage. It also saves the user session data, so if the app is deleted, it will re-log in using the session data. The app follows MVC model, using MapKit, Camera and ImageViewer libraries with Collection, Table and Custom Views.