citrusbug

Custom NLP Solutions

Among AI technologies, we have built a handful of excellent natural language processing (NLP) tools and solutions for several industries. We can devise the right AI implementations with NLP solutions that tailor to your unique niche, goals and requirements. Just like an ideal NLP product, we understand your aspirations and work towards it.

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Custom NLP Solutions

We welcome opportunities to work alongside different teams over projects of any complexity. By working together, we will develop new systems, solutions, and products to separate you from your competition.

  • Sentiment Analysis

    NLP adds value to how programs perceive user’s interactions beyond just the words or translations by learning user sentiments for deeper understanding.

  • Document Processing

    NLP-based AI document processing solutions can help analyze documentations with semantic search and reasoning to ease tedious jobs with contextual data & insights at hand.

  • AI Chatbots & Virtual Assistants

    We build AI virtual assistants that outperform traditional AI chatbots that go well-beyond mere interactions with contextual knowledge while gauging the user sentiment.

  • Natural Language Understanding Solutions

    With our experience and ability to innovate, we can create solutions that can under the human language and therefore improve conversational AI.

  • Named Entity Recognition

    To engineer NLP products, we have hands-on experience with entity recognition to identify names, organizations, locations, etc. through ML and neural networks.

  • Language Modeling & Generation

    Leverage NLP with us for a range of applications to generate any sort of content or text. We can help build platforms that can cater to text generation needs of your users.

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Our Approach to developing Custom NLP Solutions

Take a look at examples of our work and learn how our clients from different industries have benefited from our services.

  • NLP Consulting

    With a team of software engineers experienced in NLP, we can help you define your needs and identify how and what kind of NLP software solution you should implement. We can help you understand the limitations and opportunities of your NLP ideas.

  • Data harvesting & preprocessing

    NLP, or any AI application for that matter, relies heavily on the fed data. We can help you gather the required data and preprocess it for your NLP models so that models can be trained and enhanced to fulfill the required NLP application.

  • NLP model selection & training

    Among ML models, you have to identify and leverage the model that serves your requirement. Particularly for NLP, we can help you select and train the right model among text generation, language translation models, sentiment analysis models, or any other.

  • NLP integration & deployment

    NLP solutions can serve a lot of use cases and applications, either as standalone products or by integrating into your existing platform. We can make your natural language interactions easy with the help of Natural Language Processing.

Why Citrusbug Technolabs?

01

Human-computer interaction (HCI)

We understand the intricacies of user interactions with their technology interface. Our grip on NLP helps us specialize in HCI through intuitive interfaces, designed user experience, and natural communication with the users.

02

Computational linguistics expert

Our team includes experts who bridge the gap between computer science and linguistics needs. With them, we build platforms to process and analyze natural language for speech recognition, text summarization, and dialogue management.

03

Information retrieval

We excel at NLP solutions that can leverage information retrieval to effectively search and gather information. It is a key element to contextual use of conversational AI for chatbots, summarization tools, and recommendation engines.

04

Cognitive intelligence

NLP and conversational AI solutions need effective human interactions. These interactions must have to reciprocate with the user's sentiments and cognition. A psychological design of NLP solutions can ensure that your customer can reach closer to human-like interactions.

05

Hire Natural Language Processing developers

Natural Language processing requires subject matter expertise and we do have a dedicated team of software engineers that are fluent with these intricacies. Having similar relevant experience can make any NLP development gig easy for us.

06

Responsible AI

With NLP, it becomes critical to ensure that the generated output is responsible, ethical, and unbiased. We account for these risks and ensure that the developed NLP models would not jeopardize your brand identity or reputation with responsible AI.

Technologies We have Expertise In

ML Frameworks
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Keras
  • MXNet
Data Processing
  • Pandas
  • Numpy
  • Apache
  • Spark
Model Deployment
  • AWS SageMaker
  • Google Cloud AI Platform
  • Azure Machine Learning
Automated ML
  • Google Auto ML
  • Azure Auto ML
NLP
  • Natural Language Toolkit
  • spaCy
  • BERT
  • GPT
  • OpenAI Module Fine Tuning

Our Clients

FAQs

Natural language processing is a building block for conversational AI. It can help machines and software platforms understand inputs given in human language irrespective of predefined or rule-based inputs. NLP is also fundamental to human-like communication between your platform and the software solution.

Natural language processing is the key for businesses that are customer facing and often interact with users directly for sales, support, or for internal operations. NLP enables your platform with better communication abilities and derives more sales, engagement, and insights.

Natural language processing based solutions can be trickier to build compared to traditional software development. We have a good grip of data processing, feature engineering, model selection and even model training. We will assure your successful deployments through fine-tuning and support.

NLP and conversational AI can be used for a handful of applications such as customer support chatbots, Q&A platforms, summarization tools, transcribing software solutions, and many other platforms. Citrusbug Technolabs can help you build such kinds of platforms for your business.