yashpatel2911
Developer 💻 | Entry Level - Machine Learning Engineer | Gamer 🎮 | Adventurous 🏖️ | Learner | Open for opportunities related to Machine Learning
Toronto, ON CA
Pinned Repositories
Angular-cart
Angular-Shopping-Cart
azureLearning
COVID-19-testing-using-CNN
During this COVID-19 pandemic, the testing of COVID patients requires a COVID testing kit which sometimes becomes a shortage due to the high rate of expansion of COVID. To tackle that problem, I tried to make a deep learning model that identifies that the person has COVID or not by his/her X-Ray of the chest. I have collected the dataset of X-Ray of the chest from Kaggle. The model will give predictions and further confirmation is done by the testing kits rather than using it quickly.
Customer-Intelligence
Customer Intelligence is aimed to help a newly launched product to collect the feedback from the customer via facial expression recognition and also for the product which is existing in the market. Whenever an industry launches a product in a market such as a newly flavoured ice-cream or a new toolkit, then they will need feedback from the customer to help the developing team to make necessary changes or improve the product. There are traditional ways to take feedback from the customer such as feedback forms or asking them questions about whether they like the product or not in which the process sometimes becomes time-consuming. To tackle that problem, we tried to generate feedback from machine learning or deep learning. We aimed to collect the feedback from the customer via their facial expression by cutting the feedback form process. For that, we used a machine learning / deep learning algorithm called convolutional neural networks which helps to identify the 7 facial expressions such as Happy, Sad, Neutral, Disgusted, Angry, and many more. The recognized output will be stored in the database and the industry will process that data to have a useful insight from that data later on.
Data-Encryption-Decryption
Data Encryption Decryption is aimed to provide a security layer to data so that if the data is stolen in the case then the data receiver must not be able to see the data. We used two encryption layers which are AES and RSA layer. Any file like music, video, pdf or text file can be encrypted using this program. This is a prototype of the ASE project.
Online-Food-Delivery-Web-App
Online Food Delivery Web App is an initiative by my group. We are currently residing in a foreign country. Therefore, it is obvious that all the international students along with the immigrants miss their home or native food. Also, some people has amazing cooking skills that they can make different items in their native country style. So, our initiative is to bring both consumers together and reduce the gap so that immigrants never miss their home food again and also for the people who needs a platform to sell the traditional food or already selling this food have a platform and have an opportunity to grow their business and along with that earn money.
Shopping-Cart
The shopping cart application is built using the concept of an abstract class of Java. The abstract class provides a wireframe structure for the new classes that are similar to the abstract class. HashMap and ArrayList are used to store the orders and display the orders of the customers.
trigonometric-junit-testing
Trigonometric Functions such as sin, cos and tan are implemented by using the Taylor series and tested using J Unit in this project.
Web-Search-Engine
The web search engine was a try to make a mini version of the other popular search web searches engines such as Google, Bing, or YouTube. The web search engine that we built is developed using various data structures to perform efficiently to result accurately. First of all, we collected the web pages using web crawler using python. The web crawler fetches all the web pages to create a database. After that, we converted all the web pages into text files so that it is easier to go through the text file. Lastly, we build a database for the text-files linked to the words that the text-file contains. We implemented the Inverted Index to build the database. So we used java data Structure that uses key-value pair called HashMap to implement an Inverted Index.
yashpatel2911's Repositories
yashpatel2911/Data-Encryption-Decryption
Data Encryption Decryption is aimed to provide a security layer to data so that if the data is stolen in the case then the data receiver must not be able to see the data. We used two encryption layers which are AES and RSA layer. Any file like music, video, pdf or text file can be encrypted using this program. This is a prototype of the ASE project.
yashpatel2911/Customer-Intelligence
Customer Intelligence is aimed to help a newly launched product to collect the feedback from the customer via facial expression recognition and also for the product which is existing in the market. Whenever an industry launches a product in a market such as a newly flavoured ice-cream or a new toolkit, then they will need feedback from the customer to help the developing team to make necessary changes or improve the product. There are traditional ways to take feedback from the customer such as feedback forms or asking them questions about whether they like the product or not in which the process sometimes becomes time-consuming. To tackle that problem, we tried to generate feedback from machine learning or deep learning. We aimed to collect the feedback from the customer via their facial expression by cutting the feedback form process. For that, we used a machine learning / deep learning algorithm called convolutional neural networks which helps to identify the 7 facial expressions such as Happy, Sad, Neutral, Disgusted, Angry, and many more. The recognized output will be stored in the database and the industry will process that data to have a useful insight from that data later on.
yashpatel2911/Online-Food-Delivery-Web-App
Online Food Delivery Web App is an initiative by my group. We are currently residing in a foreign country. Therefore, it is obvious that all the international students along with the immigrants miss their home or native food. Also, some people has amazing cooking skills that they can make different items in their native country style. So, our initiative is to bring both consumers together and reduce the gap so that immigrants never miss their home food again and also for the people who needs a platform to sell the traditional food or already selling this food have a platform and have an opportunity to grow their business and along with that earn money.
yashpatel2911/Shopping-Cart
The shopping cart application is built using the concept of an abstract class of Java. The abstract class provides a wireframe structure for the new classes that are similar to the abstract class. HashMap and ArrayList are used to store the orders and display the orders of the customers.
yashpatel2911/trigonometric-junit-testing
Trigonometric Functions such as sin, cos and tan are implemented by using the Taylor series and tested using J Unit in this project.
yashpatel2911/Web-Search-Engine
The web search engine was a try to make a mini version of the other popular search web searches engines such as Google, Bing, or YouTube. The web search engine that we built is developed using various data structures to perform efficiently to result accurately. First of all, we collected the web pages using web crawler using python. The web crawler fetches all the web pages to create a database. After that, we converted all the web pages into text files so that it is easier to go through the text file. Lastly, we build a database for the text-files linked to the words that the text-file contains. We implemented the Inverted Index to build the database. So we used java data Structure that uses key-value pair called HashMap to implement an Inverted Index.
yashpatel2911/Angular-cart
yashpatel2911/Angular-Shopping-Cart
yashpatel2911/azureLearning
yashpatel2911/COVID-19-testing-using-CNN
During this COVID-19 pandemic, the testing of COVID patients requires a COVID testing kit which sometimes becomes a shortage due to the high rate of expansion of COVID. To tackle that problem, I tried to make a deep learning model that identifies that the person has COVID or not by his/her X-Ray of the chest. I have collected the dataset of X-Ray of the chest from Kaggle. The model will give predictions and further confirmation is done by the testing kits rather than using it quickly.
yashpatel2911/File-Transfer-Application
File Transfer Application is an application that can transfer any kind of file from server to client and client to server using Java Socket. First of all, I built a server that identifies the client's commands and processes it according to the client's request. For example, If a client wants a file from the server, then the client simply sends a request of GET <filename> and the server sends that file if the server finds that requested file. Secondly, the server architecture was built to handle multiple clients simultaneously. Multiple clients can connect to the server. For that, I implemented multithreading from Java. Lastly, for the client input I used a simple buffer-reader and to handle file-related operations, I used file operations library from Java.
yashpatel2911/freecodecamp-intro-to-numpy
yashpatel2911/Rideshare
yashpatel2911/Statistics-of-NBA-players-using-Data-Mining
yashpatel2911/yashpatel2911
E-portfolio