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Vlad Shostak's Projects

android-aws-architecture-components-dialogflow-chatbot icon android-aws-architecture-components-dialogflow-chatbot

Android chatbot using: Dialogflow (Api.ai) for machine learning & NLP, AWS DynamoDB NoSQL Database, DynamoDB Object Mapper, AWS Cognito Identity. Android Architecture Components: Room Persistence Library, ViewModel, Live Data. MVVM Architecture Pattern

backtrackingrecursion icon backtrackingrecursion

This program implements the backtracking paradigm using recursion. It displays words that are in the dictionary that are either substrings of the source word or words that are permutations of the substrings

coursegradedatasummary icon coursegradedatasummary

C++ minor project: Take grade and course data from two files, combine it into a third file and then create a fourth file of summary data.

cppwarmup icon cppwarmup

Short C++ programs designed to give a starting foundation in software development.

customer-probability-of-default-on-credit-card icon customer-probability-of-default-on-credit-card

This is an Artificial Neural Network that can predict, based on 24 attributes of a customer, if an individual customer will default on their payment next month for their credit card (consumer credit risk).

deep-learning icon deep-learning

Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks. Evaluate the performance of our models using k-Fold Cross Validation. Improve our models with effective Parameter Tuning. Preprocess our data, so that our models can learn in the best conditions

expense-manager icon expense-manager

React Js web app deployed on Heroku using Firebase for real-time data storage and user authentication. Utilizing: Redux, React Routing, Webpack

googleappliedcs icon googleappliedcs

Applications from the Google workshop, where we implement concepts from Data Structures, Algorithms, and Artificial Intelligence

hashing-spellchecker icon hashing-spellchecker

Choice of three hashing implementations (linear, quadratic, double) used for a spell-checker.

ios-tutorial-apps icon ios-tutorial-apps

Two apps that provide a rudimentary introduction to iOS App development using Swift

java-spring-mvc-ai-chat-analyzer-web icon java-spring-mvc-ai-chat-analyzer-web

Java Spring Maven Web App using Spring MVC, Hibernate, JSP, and PostgreSQL. Used to analyze the PostgreSQL Database from https://github.com/VeeShostak/react-native-ai-chat-hybrid

multithreading-parallel-computing icon multithreading-parallel-computing

Overview of Multithreading, Concurrent Programming, and Parallel Computation in Java. Low level concepts: Threads, Synchronization, and Locks. The Concurrent Library. Multithreading Simulations. Parallel Computation. Fork Join Framework for Parallel Computation.

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