Natural Language Processing

What do We Offer

Natural Language Processing is a technology powered by artificial intelligence, that allows computers to understand and decipher languages used by humans. In today's age, data is money- and most of the relevant data is in a text based format.

CogniAIm offers solutions to help your machines make sense of this data and deduce patterns from it, thereby helping you to strategize your business efficiently.

Development

Our Engagement Process

  • First, we connect with your business to collect the data to be processed.
  • We then filter or transform the data to retain relevant information and get rid of useless data. In this step, our developers often opt for 'Tokenization' that will break your entire text into sentences and then convert those sentences into words. Stemming/Lemmatization is also used to reduce each word to its basic stem/lemma. This reduces the amount of data that is needed to be processed, thereby increasing system performance.
  • Our developers then perform Word Embedding that will convert your words into numbers. They use precise algorithms for this purpose to ensure that your original data is aptly represented. If the representation is wrong then the input fed to the NLP as an input would be incorrect- hence this step is performed using ML algorithms of perfect precision.
  • We then pass the data through a machine learning, deep learning or a lexicon based algorithm.
  • Finally, our ML experts deduce patterns from results and understand how to improve these results for future usage.

What Expertise does CogniAIm possess

Our developers used advanced techniques like POS tagging to identify the part of speech for every word. The deep learning algorithms deployed at CogniAIm can recognize an entity and its type in the sentence- for example, 'Linux' would be recognized as an 'operating system'. Our ML engineers use concepts like LSTMs and Transformers to preserve the context of your sentences rather than just analyze them as a collection of words. Our developers are well- versed with techniques like Lexicon based analysis and different Machine Learning algorithms like SVM, Naive bayes etc. to meet your business requirements in the field of AI.

Development

How can CogniAIm's expertise help customers?

Development

CogniAIm's specifically designed models can help your business perform complex tasks such as sentiment analysis, spam classification, search query optimization, profanity filtering and much more by using NLP at its core. Our machine learning engineers and AI experts are constantly developing NLP rich solutions on the go. These include Intelligent Voice Response (IVR), smart business assistants, chatbots that can be customized to your website and much more.

CogniAIm's expertise will help you bridge the gap between customer expectations and scaling up your business.