a book review application created using ruby on rails and some other gem installations. this app has many features like user login, sign up, sign out, add a book, delete a book, books have many categories, users have their own uploads, user can give a review with star rating system.
This is my first web app using ruby on rails. it is a blog creating application having features like create, update, delete and show posts and comments too. it is a fully working web app with sqlite database now and it can be easily upgraded to mysql database or to any database server. now i found ruby on rails extensively powerful and useful and it has pretty fast development environment too. i liked it a lot and soon i am going to create more web app using ROR. Cheers...!!!
This is image custom image classifier created using tflearn a core tensorflow api. we can train this image classifier with our own image dataset to classify images. it can be use for face recognition and in many security systems.
This is a Light weight library manager web app created using asp.net core 2.0 MVC with c#. after my internship this was my final project for internship final exam. this is a fully functional and production level web app written using all the OOPs programming features in c#. and it has all the attractive features which a library manager should have to manage a library. this is one of the best project of mine.
Reinforcement learning mean learning from the environment while doing something and then getting +ve reward and -ve reward. so i implemented this fun project to show the RL concept in a more clear way to visualize the whole concept of genetic algorithm and RL. in this project some digital smart rockets created with graphics, try to avoid the obstacles and find their way to the target, and they get better and better and smarter with increasing number of generations. RL = Reinforcement Learning
Halite is an open source artificial intelligence programming challenge, created by Two Sigma, where players build bots using the coding language of their choice to battle on a two-dimensional virtual board.
Your mission is to extract Halite. Bots control ships that dock on and mine planets, producing more ships to defeat opponents. To achieve victory, you will need optimal pathfinding and swarm control to move efficiently from planet to planet and destroy enemy ships.
and the Highest rank achieved by me was 758 from nearly 6000+ participants;
This project was a practice for starting the machine learning program online. i have created this project in python using tensorflow ML api, and in this project you can train the model to classify your own image dataset. the images should be in grayscale then it can easily classify your custom images with a accuracy of approx (90+) percent. this model is trained and tested on MNIST dataset.
This is a game AI using some machine learning concept and some machine learning APIs. in this game AI pong game environment learn to play against computer from playing more and more. This is a great example of RL network.
After my internship in android application development in 2017, i have created a android application project for food delivery kind of services and it is still under development. i used the non relational database management system (firebase database) in it. this is a huge project and all the code in it written in a very decent manner using all the OOPs programming features and the project is well structured.
2017-2 - 2017-3
IOT (Home Automation) Demo Project
This is was sample and simple project created with arduino board and with some more hardware and all the major code written in c# and arduino language. i have also made a android app to manage this application and i was able to make home appliances ON and OFF with the remote android app, i used gmail server to make it free at that time. so at the end of this project i have learned how to use arduino board for IOT and the main concept of hardware programming and IOT field.