Transfer learning is a machine learning method where a model developed for a task is reused as the starting point for a model on a second task. In transfer learning, we leverage prior knowledge from one domain into a different domain. The way transfer learning is done is by deleting the last output layer and […]
About Mallesh Murugesan
Mallesh Murugesan, Founder and CEO of Abeyon, is an innovative leader with 20+ years of experience in Technology and Design. He has been working with the Navy for 15 years in executing strategic IT initiatives, and providing innovative technology solutions. His latest being Artificial Intelligence based text analysis tool that recently won the Government Innovation Award.
Under his leadership, Abeyon has been working on several advanced AI technologies including Text Analysis, Category Management, NLP and more. His latest creation, chirrp.ai is a multi-channel chatbot platform that is powered by cognitive technology. And he has a patent pending on his intent identification methodology in a cognitive conversation.
Mallesh has a Masters in Information Systems from George Mason and an MBA from University of Maryland, College Park
Entries by Mallesh Murugesan
Abeyon and TechFlow Team awarded a spot on $49 million HHS IAAI IDIQ contract.
So let’s think about how humans learn, we humans are very good at continuously enriching and refining our knowledge and skills by seamlessly combining existing knowledge with new experiences. We exhibit a wide spectrum of learning abilities in various fields. We can be lawyers during the day and go play tennis or go for a […]
NLS: Natural Language Search is a search using everyday spoken language, such as English. Using this type of search, you can ask a database a question or type in a descriptive sentence that describes your question. Though asking questions in a more natural way (ex: What is the population of England as of 2018? Or […]
Abeyon recently contributed to the ACT-IAC white paper on Artificial Intelligence Machine Learning Primer.
Abeyon contributed to the ACT-IAC white paper on Intelligent Automation Primer. The goal of this primer is to help readers understand how they can adopt various automation technologies to make their businesses more effective. The term Intelligent automation marries artificial intelligence—including natural language processing, machine learning, and machine vision—with automation to replicate and/or imitate human […]
Abeyon, llc (under prime Emprise Corporation) was awarded a spot on SeaPort Next Generation Contract (a a potential 10-year, $50B contract vehicle). Learn More
Abeyon’s work in Artificial Intelligence NLP technology was recognized as the 2018 Government Innovations Award winner among DoD projects for implementing the “Best in Class” machine learning tool Learn More
Microservice is a software development technique for developing an application as a suite of small, independently deployable services built around specific business capabilities. Microservices is the idea of breaking down big, monolithic application into a collection of smaller, independent applications. Why should machine learning models be deployed as microservices? This is an empirical era for […]
As a follow up to my earlier LinkedIn Post of Google’s BERT model on NLP, I am writing this to explain further about BERT and the results of our experiment. In a recent blog post, Google announced they have open-sourced BERT, their state-of-the-art training technique for natural language processing (NLP) applications. The paper released (https://arxiv.org/abs/1810.04805) along […]