Data Labeling, Training Data for AI & ML

While technology is growing exponentially, still many tasks are accomplished with human efforts. Such as moderating content, performing data duplication, data labeling etc.

A new workforce is emerging called data labelers thanks to AI, that’s set of people whose job is to go through huge datasets, consume the information and feed it back into the system. The data labeling service is mainly used to teach AI/ML algorithms and make them smarter and mature.

What is data labeling?

In simple words, giving a structured form to unstructured data is known as data labeling. Data like emails, social media, sensors etc. can be labeled in different and required manners like colored, highlights to mark the difference, similarities or types. This is so that when the data are fed into an algorithm for training an AI/ML (artificial intelligence / machine learning) system, the algorithm can rightfully identify the data and learn from it. When you trained an algorithm to understand signboard using images, data annotators or labelers will go through the dataset of images and mark or highlight sign board using annotation tools and feed this to an AI algorithm to make them more accurate and precise. The next time the algorithm encounters a signboard during a live drive through an area, it should be able to recognize the sign. The more images of signboards the algorithm is trained on, the better its accuracy and performance.

What we can easily find is, it is never 100% accurate. It is always an ongoing learning and improvement process. The automated tools can become effective enough to create good datasets.

Why Data Labeling?

Data Labeling is growing exponentially with the tremendous growth of Artificial Intelligence and Machine Learning activities in Enterprises Solutions. There are some handy tools like Amazon Mechanical Turk or Google’s AI Platform for Data Labeling. These are crowdsourcing marketplace, which helps to eliminate the cost and time required to complete the process of Data Labeling for ML. However quality and accuracy of processed data can be always questioned.  And such inaccurately labeled data can make your algorithms defective and inaccurate.

Machine learning models require lots of iteration and correction during development. It is a continuous and time-consuming process. The tolerance for errors will be very low while the solution is deployed for large enterprise and to be used by global teams. To train such AI and ML algorithms, one will need dedicated team for data labeling who can understand the algorithm and use cases and perform the data labeling with very high precision.

Not all platforms are sound enough to engage in high precision data labeling activities with human effort. Ushyaku Software Solutions helps to bridge that gap by offering high precision data labeling solutions at economical cost where our workforce will be accessible in any time zone in order to support our global clients. Such accurately processed data can make the ML algorithms more intelligent and mature so that the real goal of AI and ML can be achieved.

Contact us for any data labeling activities, we would be happy to help you with your inquiry. Apart from data labeling, Ushyaku Software Solutions offers offshore development services for Mobile and Web App Development, AI/ML Development, Application Support and on-site deployment of resources to global locations.

Ushyaku Software Solutions Grabs GoodFirms Attention with an AIM to Provide Customizable Mobile App Solutions

Passion for developing native and cross-platform web and mobile solutions that leverages trusted as well as upcoming technology advancements will soon enable Ushyaku Software Solutions to earn a primary position amongst the best mobile app development companies listed at GoodFirms.

Ushyaku is a software solutions company that consolidates skills of consulting, design, development, and administration to deliver high-quality mobile and web applications. The company offers offshore development services and application support, coupled with regards to speedy and transparent communications and project management. The expert in-house developers’ team at Ushyaku listen, analyze and communicate with clients to address the right technology requirements of the project, to get the optimal results. The team at Ushyaku converges on the hurdle posed to them to examine and design the appropriate solution, and also to make sure that the team is aligned towards the optimal digital implementation.

GoodFirms is a B2B evaluation and review program that assesses various service providers by acknowledging their overall achievement based on three criteria- Quality, Reliability, and Ability. Similarly, the research team also assessed Ushyaku Software Solutions and found that the company will soon earn a leading position globally amongst the mobile app service providers listed at GoodFirms.

Ushyaku offers iOS, Android, and web development services synchronically with quality assurance and project management. The in-house expert team at the company caters to the customers with brand new mobile apps, developing mCommerce Solutions, customized mobile solutions, and mobile enterprise apps. The developers are also well-versed in revamping old mobile apps by using the latest technologies and brand new designing approach. Ushyaku renders the clients with iPhone app development, Android app development, and Cross-Platform app development solutions. The specialists at Ushyaku develop Android apps in Kotlin and Java and possess the capability of producing android apps from smartwatches to smart TVs. The team provides native application development in leading-edge programming languages like Objective-C and Swift for all Apple platforms. Proven technologies and approaches allow the developers to extend and scale the products quickly. Thus, the GoodFirms’ research team believes that because of highly skilled app developers, Ushyaku will soon lead globally amongst the best mobile app developers enlisted at GoodFirms.

Apart from mobile app solutions, Ushyaku is also known for its web designing and development services in India. The company offers incredible, interactive, mobile responsive, SEO friendly websites that are cost-effective and are capable of driving audiences without putting many efforts. The professional team at Ushyaku develops high-quality front & back-end solutions with the latest technicalities which end-results in escalating ROI of the clients’ businesses. The company caters to small and medium-sized enterprises with custom web applications services and solutions focusing on B2B web app development. The expert web developers also provide to the clients with the ecommerce and m-commerce web solutions after thoroughly testing the websites, which gives the fruitful results to the clients. Ergo, the excellent web development services exhibited by the expert web developers at Ushyaku will soon lead the team amongst the best website developers in India at GoodFirms.

Ushyaku not only thrives in mobile and web development services but it is also well-known for its digital marketing services exhibited to clients worldwide. Any marketing function is incomplete without Internet Marketing, and so with the digital marketing tactics, the team at Ushyaku plays a significant role in making client’s business successful by boosting the organizational growth respectively. At Ushyaku, the expert marketers offer a  whole range of digital marketing service starting from SEO, SMM, Social Media Optimization (SMO), Content Marketing, App Store Optimization, and PPC services inclusive of Google AdWords, Facebook Ads, Twitter Ads, and LinkedIn Ads. Therefore, the team with expert digital marketers will soon lead as one of the top digital marketing agencies amongst the listed ones at GoodFirms.

About GoodFirms

Washington, D.C. based GoodFirms is a maverick B2B analysis and reviews company that helps to find mobile app development, web development, and digital marketing companies rendering best services to its customers. GoodFirms’ intensive analysis method ranks the businesses,  boosts their online name and helps service seekers decide the correct technology partner that meets their business desires.

About the Author

Anna Stark is presently working as a Content Writer with GoodFirms – Washington D.C. based B2B Research Company, which bridges the gap between service seekers and service providers. Anna’s current role lingers her to shape every company’s performance and critical attributes into words. She firmly believes in the magic of words and equips new strategies that work, always in with ideas, something new to carve, and something original to decorate the firm’s identity.

Cool Technique to Use Vector Icons in Web & Mobile Apps

vector icons

We have some exciting news to share about Ushyaku Team’s passion about Mobile App Development and Web Development using innovative techniques. Ideas coming out from continuous Research and Development is something which cannot be related to experience and the same is happening at Ushyaku, our think tank of developers is not only coding for projects but also innovating continuously to contribute to client’s success as well as to the community.

vector icons

One example is latest work from Prashant Saini, who loves to code mobile apps. Check out his latest innovation published on Appcelerator website, where he has shared Cool Technique to Use Vector Icons using iconic font files in Titanium Apps.

This tutorial can be really helpful to all dealing with Titanium App Development, Android and iOS Development, App Development on Xamarin, PhoneGap or Cordova.

This is just one example of the culture we have developed at Ushyaku and we’re right in saying that, The Ushyaku team loves to work and play with the latest technology. We show this through our passion in developing native and cross-platform web and mobile solutions that leverage trusted as well as upcoming technology advancements such as Web API, Blockchain, Cryptocurrency, Beacons, and Location Based Information.

To get connected, please follow Ushyaku Software Solutions on Twitter, Medium, LinkedIn, Facebook and Instagram.

Blockchain Technology – a medium for Bitcoin Transactions


Technological advancements in current era is so rapid that one has to be really proactive to catch up with all relevant developments. When we hear this term (earlier “block chain”), the first thing that tickles our mind is the curiosity to understand what is Blockchain and what are blockchain applications.


The blockchain is first decentralized currency as an idea which was deviced by Satoshi Nakamoto in 2008 & afterward it plays important role in digital currency Bitcoin.

The blockchain is an incorruptible digital ledger of economic transactions that can be programmed to record not just financial transactions but virtually everything of value. Information stored in a blockchain exists as continuously reconciled and shared database. This is a way of using the network with evident benefits. The blockchain database is not stored in a single location and at the same time the records it keep are truly public and verifiable. This makes it prone to hacking or stealing as no centralized version of this information exists. Similar to cloud technology, the information is hosted by several systems simultaneously and its data is accessible to anyone on the internet.

Here is step by step illustrations by Blockgeeks about how blockchain works.

  1. Someone requests a transaction
  2. The requested transaction is broadcast to a P2P network consisting of computers known as nodes
  3. Validation: The network of nodes validates the transaction and the user’s status using known algorithms
  4. A verified transaction can involve cryptocurrency, contracts, records or other information
  5. Once verified, the transaction is combined with other transactions to create a new block of data for ledger
  6. The new block is then added to the existing blockchain, in a way that is it permanent and unalterable
  7. The transaction is complete

Here we heard about a new term, cryptocurrency. In short, it has no intrinsic value in that is not redeemable for another commodity such as gold, it has no physical form and exists only on network, and its supply is not determined by a central bank and the network is completely decentralized.

Technically enthusiastic team of geeks at Ushyaku Software Solutions always believe in playing with new technologies and exploring it further to make awesome products. This new technological advancement about blockchain is something that interests us a lot and our team is onto it!

Top Mobile App Development Platforms


With growing markets with technological advancements, everybody is moving towards mobility on native platforms like Android or iOS or cross platforms like Titanium and Xamarin. The main idea is to provide developers an ideal platform which is the most suitable as per your customers’ requirements and budget.

There are many app development platforms available which can help building an app without digging a hole in the pocket. Fortunately, various great multi-platform developers’ tools are also available in the market. It is important to pick right development platform for mobile applications.


Native app development is always awesome and offers powerful features but sometimes you have to rely on a platform which offers cross platform support, flexibility, scalability and wider support. Sometimes such platform also saves development cost and time.

Here are the top development platform any mobile developer should be following to excel


Appcelerator-The Titanium Development Platform from Appcelerator, which by chance has an impressive fan following on Twitter, helps the improvement of native desktop, tablet and mobile applications by programming Languages, for example, JavaScript, PHP, HTML, and Ruby. It now controls over 1,000 native applications for every month. The best thing about Titanium is that it gives clients simple access to more than 300 APIs and location information.

Moreover, Appcelerator additionally offers customizable metrics for other activities and actions. Applications can be hardware-based and all application information can be put either in the cloud or on the device.


Xamarin is an awesome hybrid mobile app development platform and it offers modern programming language, powerful tools, an efficient and delightful workflow and the power to create the best user experiences. Furthermore Xamarin is an open source platform where community members can make useful contributions from which other developers can get benefitted.


Developed by Drifty Co, Ionic is an entire open-source SDK for hybrid application development. The final version was released in 2013 and based in AngularJS and Apache Cordova. The later releases, known as Ionic 2 is based on Angular. Ionic gives tools and services for creating hybrid applications with standard Web technologies like HTML5, CSS3 and JavaScript. Applications can be developed with these Web technologies and after that dispersed through native application stores to be installed by Cordova.


Offshore Development Services for Mobile and Web Applications


Do you want to convert your idea into reality? Today’s era is more competitive than earlier and each business is willing to reach out to their customers globally and boost their online revenue.

Mobile Applications, Web Applications and Ecommerce Solutions have become necessity to showcase and promote their products and services to their target audience.


To move forward, a business will need to have a website and mobile applications for greater reach, and getting quality IT solutions at affordable cost is a challenging task. But with the help of Ushyaku Software Solutions, It has become easier to develop your App or Solution with the highest quality and greater scalability. May it be SME or large conglomerate, Ushyaku builds IT Solutions for all with the same passion for quality.

If you are a IT development company then our Offshore Development service is the best buy for you where you can outsource all your development activities to us at fixed rate which will be a huge cost saving for your business, and that will help you to increase your profit from your existing business contracts.

Why Offshore IT Development?

Save time and investment — Offshore development enterprises is a gift to SMEs and startups who have innovative ideas and wanted to convert their ideas into revenue generating product. When you outsource your requirement to your Offshore Partner, they will assign a dedicated expert to your project which will cost you way lesser than your current cost. It will also save your infrastructure and operational investments at the same time, which will directly result in saving of a huge amount of time.

Access to talented and skilled quality resources at affordable rates — The offshore enterprises hires talented designers and developers who are incredible at work. In this way, the nature of the projects they work upon is constantly remarkable and proportional to the worldwide guidelines. Likewise, they make the effective utilization of the latest Technology and move your business towards success. Here economy of scale comes into the picture which will reduce the cost drastically.

24* 7 Support and communication for your business — You will never feel that you are not associated with the enterprise. They will work for your round the clock to give you updates either through each single communication channel, in this manner you will get the best results which meet international guidelines, work fulfilment and peace of mind. They will adjust their way of working according to your time zone.

Security and timely delivery – When you work with an offshore development company for your mobile applications and web application development needs, they will communicate the project delivery deadlines in advance, which will not be possible for your in-house development efforts. And in majority of the cases they will meet these timelines because of vast experience and huge pool of resources backed by their extended teams. Getting your development activities done by offshore enterprises is very secure as they are highly professional people and will understand privacy and sanctity of the contract.

Available in post issues — Application Support is essential for any project where change requests, bug fixing and minor enhancements are likely to come up which can’t be factored in during the planning phase. This involves additional cost, but with offshore development teams this can be covered at no additional cost.

Peace of mind and focus on Business — Offshore mobile app and web development firms empowers you to pay more attention towards business activities which will enable to you grow and succeed. You simply need plan your projects once and then oversee at regular intervals, no need to get involved in regular activities.

Let’s explore opportunities to work together and give a chance to your idea with USHYAKU Software Solutions as our team is highly qualified. We pride ourselves in always achieving the best results for our client and love to play with latest technologies

Services offered by USHYAKU Software Solutions
• Mobile app Development
• E-commerce Development
• Web Development
• Cross-Platform Development
• Application Support
• Project Consultancy