MACHINE LEARNING & ARTIFICIAL INTELLIGENCE

We have developed several Machine Learning Models utilizing core NLTK, Scikit Learn, Numpy and Pandas libraries. If you are looking to solve business decision problems or want to implement Machine Learning models or Deep Learning models for your business, you have come to the right place. We can help you solve your problems with that best suits your needs.

OUR EXPERTISE

• NLTK
• Pandas
• Numpy
• Scikit Learn
• Google DiaglogFlow
• Tesnsor Flow
• Keras
• PyTorch

DEVOPS

• Have you developed your Web or Mobile App but don't know what is the best way and platform to deploy your code on?
• Are you facing a constant stream of bugs while the code is being developed?
• Your developers claim that "it works on my system" but doesn't actually work the way it should on testing / staging or production?
• Is the code quality not up to the mark because of long release cycles?
• Feedback on the features being developed takes too long because of manual deployment and the person or team in charge of deployment is becoming the bottleneck?
• Are you beginning to develop your product but don't know which platform(s) to choose for development so as to reduce the time to market, at the same time make a killer application which just works in production?

If the answer to any of those questions is YES, then you DevOps is a culture, you need to adopt in your engineering process. Talk to us, if you would like to know how we can help in accelerating your product development roadmap while improving the code quality and preventing "Works on my machine" syndrome.

DevOps is a culture which we adopt for most of our projects, however small in size. It frees the developers from debugging issues post release or post production. Moreover it allows to continously evaluate and test features as they are being developed. All our developers use container based development environments so that their environment is as close as possible to the production. This prevents "Work on my Machine" syndrome which plagues the industry at every level.

OUR EXPERTISE

• AWS
• GCP
• Digital Ocean
• Kubernetes
• AWS ECS
• Gitlab CI
• Ansible
• Vagrant
• Terraform
• Packer

FIREBASE

As much as we love python/Django for fullstack development, Firebase is eqaully loved by us as NoSQL alternative for Web Apps as well as Mobile Apps. We have good deal of experience developing Web as well as Mobile apps using Firebase.

WHY FIREBASE

Firebase is an equally great alternative for WebApp and Mobile App Development without the hassle of maintaining and managing servers and provides super scalable architecture. It frees the developers to focus on Application Logic rather than on DevOps. Some of the features like Realtime Datbase / Cloud Firestore are very well suited for Realtime apps like Chat Applications.

It offers everything from Authentication, Database, Storage, Hosting, Analytics, Cloud Functions, Machine Learning to Performance monitoring. For startups with limited resources, Firebase can be a really good platform for focussing entirely on business and not worry about Scaling, DevOps, Analytics etc.

THE ECOSYSTEM

Firebase offer Admin SDKs for major programming languages like Javascript, Python, Java, Go and C# for writing cloud functions and regular SDKs for iOS, android and web. With this, one has everything one needs, for development of Web and Mobile Apps.

Besides it offers everything one needs for most App Development needs.

• FireBase Hosting
• FireBase Authentication
• FireBase Database
• FireBase Storage
• FireBase Cloud Functions
• FireBase Analytics
• FireBase Crashlytics
• FireBase

FLUTTER

Flutter is a really awesome framework for developing Mobile Apps. Having developed several Mobile Apps in native Android and WebView based frameworks like Apache Cordova / Ionic, we are of the opinion that Flutter wins hands down!

WHY FLUTTER

Fluter although a new entrant to cross platform App development platform but is a very promising framework for building not only Cross Platform Mobile Apps but also Cross Platform Desktop and Web Apps. Although the support for desktop and web is still in early stages but with backing of Google and the approach to App Development, it is surely going to be the next big thing for not only Mobile App Development but also Web and Desktop Apps.

Unlike WebView based frameworks, Flutter apps run as native Apps with performance almost idential to that of native apps. The UI for flutter Apps look almost identical to that of native apps for iOS or Android and thus are an ideal choice for companies and startups to write their Apps who don't have the budget to write and maintain separate apps for iOS and Android.

THE ECOSYSTEM

Flutter provides everything one needs for complete App Development. The Flutter.dev has an exhaustive list of Flutter plugins for all aspects of App Development.

DJANGO

We have over a decade of working experience with python/Django framework and python/Django ecosystem. We have built several medium to large apps on python/Django.

WHY DJANGO

Django is an awesome framework with batteries included approach. Although Django's approach to web development is monolithic in nature but for most small to medium sized projects, or unless you have very specialized requirements, Django is "the" framework to develop any webapplication within a tight deadline.

With it's security first approach, most security aspects are covered within the framework itself like XSS protection, CSRF protection, SQL injection, Clickjacking protection, Host header validation etc. In most other frameworks, specially php based, these are usually an afterthought.

THE ECOSYSTEM

With its batteries included approach and a very strong ecosystem, the usual stuff that you wish to do in any project is available as a Django App which can be reused. For example if you wish to implement a REST api in Django, then Django Rest Framework provides everything you need to serve you REST api as json, xml or other content types.

Some of the apps / libraries which we have found to be really awesome and have come to use in multiple projects are (not really an exhaustive list):

• Django Rest Framework
• Django AllAuth
• Django Guardian
• Celery
• Django Filter
• Django Vanilla Views
• Django MPTT
• Django Compressor
• Django Storages
• Django Multitenant
• Django Taggit
• Django Split Settings
• Django Bootstrap
• Model Mommy

VUE

We have Deep Level Expertise in VueJs and VueJs ecosystem having developed several Web Apps on VueJs and Firebase platforms. If you wish to write WebApps which are not just great looking but also very performant, and future proof, VueJs is the framework of choice.

WHY VUE

Over the years having worked with multiple Single Page Frameworks like Angularjs, Angular, Vue and React, we have come to the conclusion that with Vue, writing SPAs is a breeze. When combined with Frontend component libraries like Vuetify, and Firebase for backend, developing full fledged Web Applications reduces the time to market dramatically.

Unlike other frameworks like Angular, the core VueJs library is very small and is not as bloated. For implementing things like routing, State Management, Validations, one can use other libraries. This makes Vuejs much more flexible framework compared to Angular or AngularJS.

React although a very good framework but has a completely different approach. Chances are either you end up liking Vue, React or Angular based on your taste.

THE ECOSYSTEM

The Vuejs ecosystem is very very strong and provides almost everything you need to build your Single Page Web Apps.

Some of the apps / libraries which we have found to be really awesome and have come to use in multiple projects are (not really an exhaustive list):

• Vuetify
• VueEx
• VueExFire
• Vue Router
• Vue Router
• Vuelidate
• Vue Logger
• Vue Moment