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Aphelia 

Aphelia is an AI based resume parser which can extract unstructured data from resumes and present them in a more structured format. The potential of using AI in the recruiting process is best for large companies and could radically alter the hiring process.

According to Glassdoor, on average, a corporate job offer attracts nearly 200 resumes, and of course, by the norm, it will be a human recruiter who has to go through all of the received 200 resumes. Many existing HRM systems do not compose a component for resume parsing extraction because getting structured data from an unstructured text is not an easy task. Most resume parsing and extraction products available in the market use rule-based or Named Entity Recognition techniques to extract and identify particular words that correspond to the attributes of the candidate. The problem with rule-based methods such as using regular expressions is that these rules aren’t flexible enough to cover all possible resume formats. In named entity recognition (NER) based resume parsers, only words can be categorized, which wouldn’t work in the case of resumes because, in resumes, different attributes are of different structures.

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Aphelia can solve the need for extraction and structured presentation of data in existing recruitment systems so that recruiters can view each resume in one structured way instead of going through countless different structures and formats and then interpreting information from them.
Another unique feature of Aphelia is that it can get better at information extraction as it is fed more and more resumes due to the extraction algorithm’s learning capability. Also, this automated self improvisation is rarely seen in most of the similar products.


Aphelia is an AI-based, smart resume parsing tool that can save the hassle of going through individual resumes and interpreting information for recruitment professionals. It can extract necessary information from unstructured resumes and present the data in a more readable and structured format. In addition, the data output by Aphelia can be used to rank candidates depending on how much the extracted attribute of each candidate matches the requirement provided by the recruiter. As Aphelia is an API based tool, it can be easily used by enterprises to integrate their HRM systems, with Aphelia’s high-end resume parsing and extraction accuracy.

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AI based money lending platform

Our client required a platform that enabled them to lend microloans to freelancers, as it’s predicted that a fair percentage of Millennials will no longer be in an office job, instead choosing the life of a freelancer. With the world taking by storm with digital transformation and the rise in millennials, a demand for such a system is expected to be very high.. Thereby, a lending system needed to be developed to freelancers, and medium scaled borrowers with the minimal information, but making sure the loan is processed within a few minutes while making sure the information is authentic such as their existence, financial background, spending habits etc. The information is then processed and displayed to the admin to either approve or reject the loan within a short time.

This application sounds simple but this is just the tip of the iceberg. What is hidden is the complexity and the technical challenges in determining the payback ability by calculating the credit score and checking the eligibility of the customer through financial, behavioural and social scoring of the customer within seconds.

The client required us to develop this application so they could target freelance marketplace, so they are able to provide loans to borrowers with the minimal time taken to process, verify and issue loans while reducing the average time taken by a financial institution to make a credit decision from 3-7 days, reduce the hassle of going through lengthy paperwork and visiting banks.


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This application helps the client to view all the loan related details in one place and also generate reports and do follow ups. The mobile application and the admin web application revolutionizes the way of lending loans and processing them.

We at rootcode Labs, along with our core engineering capabilities and expertise in artificial intelligence came up with an innovative solution bridging the client company with the freelancers in the US community.
This application acts as a platform incorporating behavioral science and empowering individuals to grant micro-loans to credible freelancers with a higher credit score and less risk in the developing world through a rigorous verification process of calculating the credit score, make a credit decision easily, improve timely payments, lower default rates, and improve the overall customer relationship. The use of artificial intelligence allows for instant decisions regarding the loan application, determination of loan terms, and quick distribution of funds.
The application analyses the source of income, personal details, spending habits, previous credit history records and social media behaviour in order to decide the credit score. The factors are identified using advanced machine learning and integration of trusted third party tools in order to predict an accurate credit score. The loans are issued after reviewing the credit score.


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Project Morpheus

Two decades ago, machine learning tasks related to images and videos were conducted by PhD scientists, and researchers from blue-chip companies, as the tasks relied on heavy resources and computational powers. Classifying a dog from a cat was a heavy and a major problem that many scientists worked on. But, currently, such a problem is a beginner-level task, as classifying images and videos have matured exponentially in the last 10 years.


Countless domains, ranging from agriculture to space travel, utilize Object Detection to great results. For many years, CCTV cameras have been just an eye that does not have a brain: the user has to analyze each frame by frame to obtain details from the footage; but nowadays, thanks to Artificial Intelligence, analysis of CCTV footage can be obtained almost instantly, and also at real-time too. Also, use-cases such as detecting spoilt cultivations, detecting obstacles in a self-driving car, automatically recognizing an employee from cameras are some places Object Detection has helped immensely.


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Although currently in the research stage, this application could revolutionize the future of gameplay as a whole, allowing gamers to control any first-person game based on their physical movement, without requiring an external peripheral in addition this would also lead gamers to be more active when playing games instead of being idle. Our vision for the secondary evolution of this project is to incorporate VR technology.


As with any AI project the first barrier of project Morpheus was also data. There was very little labeled open-source datasets available to track and detect game control postures such as punches and kicks. So we at rootcode labs took the initiative to create an action detection dataset internally by getting videos of our own Rootcoders making the postures and movements, these video streams were then split into frames and then labeled. The next step was to build the model, a combination of custom trained object detection and pose tracking models were used and finally to interface with the OS to input key presses our AI team developed several in house tools using C and C++. We are also in the process of releasing a research paper on the dataset and model we used to train this task.


Artificial Intelligence

It’s time you thought
about what AI
can do for you.

Making sure your business
isn’t left behind when the market paces up.

Harnessing The Power of AI to Change businesses,
For the Better.

OUR AI DEVELOPMENT PROCESS

Problem analysis

Project scope & data analysis

Model training & development

Continuous maintenance

Tech stack

We’ve got you
covered

Case Studies

Sharing information-rich resources for businesses and technology
enthusiasts with our latest industrial advancements.

Aphelia

AI

AI based money lending platform

AI

Project Morpheus

AI

Artificial Intelligence

It’s time you thought about what AI can do for you.

Making sure your business isn’t left behind when the market paces up.

Harnessing The Power of AI to Change businesses, For the Better.

OUR AI DEVELOPMENT PROCESS

Problem analysis

Project scope & data analysis

Model training & development

Continuous maintenance

Tech stack

We’ve got you covered

Case Studies

Sharing information-rich resources for businesses and technology enthusiasts with our latest industrial advancements.

Aphelia

AI

AI based money lending platform

AI

Project Morpheus

AI

It’s time you thought
about what AI
can do for you.

Making sure your business
isn’t left behind when the market paces up.

Harnessing The Power of AI to Change businesses,
For the Better.

We’ve got you
covered

Sharing information-rich resources for businesses and technology
enthusiasts with our latest industrial advancements.