What do we do?

NLP Consultancy

We work with you to understand your problem, and provide recommendations for the most lightweight and accurate solutions for your business needs.

Software Development

We are a full stack development firm that will take your ideas all the way from conception and into production for Natural Language Processing related software.

Technical Audit

Is your current solution the best possible one for you? Are you leveraging the most out of the technology available? We are here to help answer those questions!

Academic Research

We are familiar with the latest academic research. Tap into our resources to learn about the latest and greatest in the NLP space that fits your problem, without investing your time.

Training and Development

Would you like to build products inhouse, but dont have NLP expertise? No problem! We can train your staff with the relevant tools and technology needed.

Customer service

Your satisfaction is our #1 priority. We have a 100% customer satisfaction rate, and we strive to continue maintaining that with our new and current clients.

At Ticary Solutions we bring your ideas to life, all the way from idea and into production.
Want to work with us? Here is the process that we follow:

(1) Discovery Call

Prior to an engagement, we will have a quick discussion to talk about your high level requirements, and evaluate the best step forward.

(2) Sign Master Services Agreement

Our MSA covers non-disclosure, indemnity and other basic requirements that sets the stage to get into a formal engagement.

(3) Requirement Analysis

We will have a series of deep discussions, and look at your data, and identify a list of requirements for the problem space.

(4) Project Proposal

This is a paid engagement, where we will develop a customized proposal for you, with recommended techniques and time and budget estimates.

(5) Statement of Work

Once an agreement is reached in our proposal, we will mutually sign an SOW that describes the work to be performed, milestones, and success criteria.

(6) Solution Development

We will work on your problem and develop tools and solutions, meeting at checkpoints as agreed upon in our SOW.

(7) Final Code Delivery

The final code will be delivered to you at the end of our engagement.

(8) Extended Support

Deliverables come with one year of free technical support, as highlighted in the SOW.

Discover our projects and the rigorous process of creation. Our principles are creativity, design, experience and knowledge. We are backed by decades of research.

Sample Project Portfolio

A small set of projects that we have worked on in the past few years is provided below. For a much more extensive and interactive list of projects please check out our portfolio. You can interactively filter our projects by technology and vertical on our portfolio page.

Corpus Development

Training corpus development from raw and unstructured data for supervised machine learning.

Product Performance

Evaluation of product performance based on sentiments expressed by customers in their product reviews.

Keyword Extraction

Module to extract and rank highly relevant and highly important keywords from any given input textual document.

FAQ Conversation

Conversation agent to automate answering frequently asked questions using a chatbot.

Conversation Routing

Route incoming chat conversations to the appropriate service agent based on chat content.

About us


Ticary Solutions is a full stack software development consultancy that provides custom software solutions pertaining to Natural Language Processing and Machine Learning, which are branches of Artificial Intelligence. We have 25+ years of experience in Software Development, and 15+ years of experience working in Artificial Intelligence (particularly NLP and ML).

Ticary Solutions is run by Dr. Rutu Mulkar-Mehta, who has a Ph.D. in Computer Science from University of Southern California in Los Angeles, a Postdoc in Biomedical Informatics from University of California in San Diego, and is a part time faculty member at Northeastern University in Seattle.

We love a challenge, and solving hard problems is our specialty. We enjoy the creative process of coming up with out of the box problems, and the challenge of viewing problems differently.

We belive that each unique business deserves their own custom solutions in order to extract maximum value from their data. Standard off the shelf solutions can only take you part of the way there (learn why). Our custom solutions are designed to focus on your specific problems for maximum accuracy and productivity.

Technology Stack

Our NLP solutions are primarily written in Python or Java. We have worked extensively with tools like sklearn, gensim, spacy and others in python and uima, stanford core nlp and others in java

Deployment is primarily on Amazon AWS or Google Cloud. If you have a favorite backend service that you prefer to use (such a Pivotal), we are happy to accomodate.

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