Pinned Repositories
Autograder
:trophy: Automatically grade english essays using NLP techniques (This is not a ML model).
ChiragSoni95.github.io
A website to display my work, interests and my web development skills. My Link: https://ChiragSoni95.github.io
CodingInterviews
This repository contains coding interviews that I have encountered in company interviews
Data-driven_Building_Simulation_Projects
FuzzyJess
Loan Application Expert system is a rule based expert system designed using FUZZY JESS wherein information of a loan applicant is asserted by the user of the Bank, and finally concludes whether applicant is eligible to apply for a loan or not. System also provides suggestions to the user of the system to help him/her to make a decision in a very convenient manner. The expert system checks for all the boolean and Fuzzy parameters asserted by the user and finally claims the decision depending upon its interpretation and a few important rules set in the bank’s policy.
Nouveau_Scrum
Project management scrum tool for developers and managers following agile programming methodology
SMARket-SmartMarket
:trophy: System for recognizing and tracking patterns within data so as to not only react but also anticipate the customer needs in advance.
StaticCodeAnalyzer
Determine the common bugs after analyzing pattern of patches for various issue/bug reports
StockEvaluator
Monte Carlo simulator on a Octa Pi cluster using Spark and Kubernetes
Stores_REST_API
A REST API to access items, stores, user authentication.
ChiragSoni95's Repositories
ChiragSoni95/Autograder
:trophy: Automatically grade english essays using NLP techniques (This is not a ML model).
ChiragSoni95/FuzzyJess
Loan Application Expert system is a rule based expert system designed using FUZZY JESS wherein information of a loan applicant is asserted by the user of the Bank, and finally concludes whether applicant is eligible to apply for a loan or not. System also provides suggestions to the user of the system to help him/her to make a decision in a very convenient manner. The expert system checks for all the boolean and Fuzzy parameters asserted by the user and finally claims the decision depending upon its interpretation and a few important rules set in the bank’s policy.
ChiragSoni95/ChiragSoni95.github.io
A website to display my work, interests and my web development skills. My Link: https://ChiragSoni95.github.io
ChiragSoni95/CodingInterviews
This repository contains coding interviews that I have encountered in company interviews
ChiragSoni95/Data-driven_Building_Simulation_Projects
ChiragSoni95/Nouveau_Scrum
Project management scrum tool for developers and managers following agile programming methodology
ChiragSoni95/SMARket-SmartMarket
:trophy: System for recognizing and tracking patterns within data so as to not only react but also anticipate the customer needs in advance.
ChiragSoni95/StaticCodeAnalyzer
Determine the common bugs after analyzing pattern of patches for various issue/bug reports
ChiragSoni95/StockEvaluator
Monte Carlo simulator on a Octa Pi cluster using Spark and Kubernetes
ChiragSoni95/Stores_REST_API
A REST API to access items, stores, user authentication.
ChiragSoni95/Deep_Learning
added all materials
ChiragSoni95/ExtremeCluster_ParallelProcessing
Parallel Programming lab assignments and projects using High Performing Clusters called Extreme provided by UIC ACCC powered by Acer Labs.
ChiragSoni95/GeeksforGeeks-python
GeeksforGeeks Algorithms and Questions implemented in Python
ChiragSoni95/IML-Mini-Project-5
You are working for a non-profit that is recruiting student volunteers to help with Alzheimer’s patients. You have been tasked with predicting how suitable a person is for this task by predicting how empathetic he or she is. Using the Young People Survey dataset (https://www.kaggle.com/miroslavsabo/young-people-survey/), predict a person’s “empathy” on a scale from 1 to 5. You can use any of the other attributes in the dataset to make this prediction.
ChiragSoni95/Kitti-road-semantic-segmentation
Implementation of semantic segmentation of FCN structure using kitti road dataset. I used a tensorflow and implemented a segmentation algorithm with a mean-iou score of 0.944.
ChiragSoni95/LOAN-application-expert-system-in-JESS
Loan Application Expert system is a rule based expert system designed using JESS wherein information of a loan applicant is asserted by the user of the Bank, and finally concludes whether applicant is eligible to apply for a loan or not. System also provides suggestions to the user of the system to help him/her to make a decision in a very convenient manner. The expert system checks for all the parameters asserted by the user and finally claims the decision depending upon its interpretation and a few important rules set in the bank’s policy.
ChiragSoni95/models
Models and examples built with TensorFlow
ChiragSoni95/Netica-J_Applied_AI
Bayesian Network designed using NETICA wherein information of different type of loan applicants and types of loan is asserted by the user of the Bank, and finally concludes whether applicant will be to repay loan or not.
ChiragSoni95/Netica_Bayesian_Influence
Loan Repayment Decision system is a combination of Bayesian Network and influence Diagram designed using NETICA wherein information of different type of loan applicants and types of loan is asserted by the user of the Bank, and finally concludes whether applicant will be to repay loan or not.Accurately predicting whether a loan will be repaid (credit" scoring) is an important task for any bank.Furthermore, the decision regarding the deadline if it needs to be extended or not is made using the utility and decision node in influence diagram. High accuracy benefits both the banks and the loan applicants.
ChiragSoni95/NeuralNetwork_Keras
First neural network model using the powerful Keras Python library for deep learning.
ChiragSoni95/Node-JS
Examples, Assignments and Application developed during the course NodeJS, Express and MongoDB
ChiragSoni95/OfflineVoting-Android-Application
Offline Voting Application
ChiragSoni95/OnlineLearning_Application
Android Online Learning Application
ChiragSoni95/random-java-program-generator
Graduate course project which provides experience in creating a generator that creates a syntactically correct but semantically meaningless Java Program
ChiragSoni95/React
React application developed during the course Front-end development with ReactJS
ChiragSoni95/REST_API
Building professional REST APIs with Python, Flask, Flask-RESTful, and Flask-SQLAlchemy
ChiragSoni95/RSSNewsFeed-Android-Application
RSSNewsFeed Android Application
ChiragSoni95/SIGNS-Digit-Classification
Deep learning neural network model to recognize numbers from 0 to 5 in sign language with a pretty impressive accuracy of 95% on training data and 72% on the test data
ChiragSoni95/Twitter_Sentiment_Analysis
Given a collection of tweets, classify them into four classes namely: positive, negative, neutral and mixed. The tweets used here are pertaining to two US presidential candidates namely: Barack Obama and Mitt Romney. By classifying the tweets into the mentioned classes we would be capable of predicting the opinion of the public and get a sense of the outcome of the election.
ChiragSoni95/Zillow_Kaggle_Competiton-AI-
Implementation of Light Gradient Boosting Method (GBM) with parameter tuning using GridSearchCV