DEV Community: Tanishq Saluja

Just Another ToDo Application

Tanishq Saluja — Tue, 14 Jul 2020 12:22:11 +0000

Hello awesome devs,

To master any language the best way is to solve programming questions using it or build a project using it, in this way we learn on the go and this is what keeps us going and never makes us bored in our journey to master a new tool/language/framework.

I built an Android Application in Kotlin few months ago, it really helped me to learn a lot about this language especially about the null safety which is a one of the standout features of this language.

In this application, I used :
• SharedPreferences for Logging in the user
• ViewPager and PagerAdapter to show On Boarding screens
• Room library for data persistence
• RecyclerView for showing the notes made by user
• CoordinatorLayout in XML and much more

Here is the repository link : ToDo Application

Please star ★ the repository incase you find it useful.

Happy Coding, dev fam !

Machine Learning in Backend

Tanishq Saluja — Tue, 14 Jul 2020 12:05:17 +0000

Hello awesome devs,

Ever wanted to run cool Machine Learning or Python Scripts in your Web Application's Backend ?

I made a web application in Nodejs in which I classified the digit drawn by the user on the Canvas, the API was made using Express and used python-shell node package to call the python script which contained code for using the Deep Learning model which was built using CNN (Tensorflow) to classify images.

It can be really useful for you if you are trying to implement something similar.

Here is the repository link : Run ML in JS Backend : Repository Link

Please star ★ the repository incase you find it useful.

Happy Coding, dev fam !

Data Science Code Samples

Tanishq Saluja — Tue, 14 Jul 2020 11:44:37 +0000

Hello awesome devs,

I made a repository for various algorithms & techniques used in Machine Learning, Deep Learning and NLP around 2 years ago. I have implemented these from scratch as well as with the help of python libraries. It covers topics such as :

• Linear Regression
• Logistic Regression
• Gradient Descent
• Decision Tree
• Random Forest
• Naive Bayes
• PCA
• SVM
• Neural Networks
• Tensorflow : ANN, CNN and RNN
• Unsupervised Learning using K-Means from scratch
• NLP using NLTK
• Web Scrapping, Python Data Structures, Conda Setup and much more !

Here is the repository link : All about Data Science : Repository Link

Please star ★ the repository incase you find it useful.

Till date, I have used this repository for these implementations when I want to use ML/DL/NLP as a tool in any of my ongoing project.

Happy Coding, dev fam !

URL SHORTENER APPLICATION

Tanishq Saluja — Mon, 13 Jul 2020 23:44:45 +0000

It's been almost 2 years since I made a URL Shortener application. In that, I used Mongodb and Express to build an API for shortening URLs and redirecting to the original URL using the shortened URL. I deployed the NoSQL database on mLab and the Backend on Heroku and later consumed this API in my Android Application using the OkHttp Networking library.

I feel such projects are although pretty common but how much depth and understanding we have about the working of each and every part of our application is what really matters in the end.

Link to the project :

1) Android Application
2) Backend

Do drop a star on the repository incase you like it !

Image Retrieval System

Tanishq Saluja — Thu, 21 May 2020 18:35:10 +0000

Hello awesome community,

Recently, I made an API and an Android Application demonstrating how to use Convolutional Autoencoder and Nearest Neighbors Algorithm in Python to get K-Most similar images to a given grayscale image. The Backend was made using Nodejs and Express and Android App is made using Android Studio in Java environment. I find it quite cool, you can check it out here : Code and Demo Link

Crop Analyzer Application

Tanishq Saluja — Thu, 21 May 2020 18:26:22 +0000

Hello awesome community,

Recently, I got a chance to mentor people mostly students in open source development. We developed a crop advisory app for farmers and gardeners. It can diagnose plant disease, nutrient deficiencies and suggest treatment measures along with recommended products. I made 70+ issues, reviewed and merged 90+ PRs. I as a mentor learned a lot about evaluating PRs and improved my git knowledge as well. Here's a link to the repositories for which I was the maintainer, you can check them out :

QnA System

Tanishq Saluja — Thu, 21 May 2020 17:00:45 +0000

Hello awesome community,

Wanna find answers in your PDF file ? Upload the questions file and that PDF, we will take it from there.

In this project, BERT model is used to build a Question-Answering system which answers user’s question using the content and questions file uploaded by them in the Android Application.

Demo Link

Code Link

The Android Application is build using Android Studio in Java, for Backend Node.js and Express were used, in combination to that Google's BERT Model which is in python was also used.

First Post on this platform ! Feels awesome !