In a fast-changing world where technology is making the unthinkable possible, one must acquire the ability to forecast trends and take daring leaps; to remain ahead of the curve, it is essential to develop a sixth sense that helps you see, hear and understand what others don’t. Our objective, through our work in AI & ML, is exactly that – lending sixth sense to a business by leveraging advanced analytics, machine learning and statistical modelling to make way for boundless innovation and evolution.
“The How of Parameter-Efficient Fine-Tuning with LoRA: Exploring the Inner Workings” Part 1 delves into the concept and necessity of fine-tuning pre-trained large models for specialized tasks. It introduces the conventional method of fine-tuning,...
Preethi Srinivasan
What is the necessity of fine tuning? Pre-trained large language models undergo extensive training on vast data from the internet, resulting in exceptional performance across a broad spectrum of tasks. Nonetheless, in most...
Preethi Srinivasan
Written by Ravindra Babu & Mckimmer In the fiercely competitive airline industry, the race to deliver a frictionless passenger experience is on. Air travel, once merely about getting from A to B, is...
Sahaj Software
The aviation industry, with its dynamic pricing and complex service delivery, presents a fertile ground for AI driven data insights to revolutionize customer experience and revenue management. Understanding customer behavior through meticulous data...
Sahaj Software
With LLM embedding-based applications, it’s quite easy to understand and apply semantic meaning in machine learning algorithms. For example, you can use text embedding to feed to a classifier for rating user sentiment...
Dileep Bapat
It is a deceptively simple construct — an LLM(Large language model) is trained on a huge amount of text data to understand language and generate new text that reads naturally. The model is...
Dileep Bapat
This article is part of a series where we explore how Generative AI can be utilized for the various stages in the software development lifecycle. You can read this post about the methods and tools...
Karthik Chandraraj
Creating robust and maintainable applications that align closely with business requirements is a constant challenge in software development. Domain-Driven Design (DDD) has been quite successful in tackling this challenge. By placing the domain...
Clair Mary Sebastian
Leveraging artificial intelligence (AI) tools can significantly expedite the business analysis process. By utilising advanced AI models like GPT, analysts can quickly analyse problem statements, define high-level features and objectives, and generate epics...
Clair Mary Sebastian
In the world of software development, Generative AI has been a topic of both excitement and concern. Its potential to automate and enhance various aspects of the development process raises questions about its...
Clair Mary Sebastian
Written by Amitb and Vighnesh Pathrikar Have you ever found yourself struggling to refactor your code to adhere to SOLID principles or convert user requirements into code? Did TDD or Test-Driven Development feel slow? Have you...
Vighnesh Pathrikar
The e-Commerce industry is a fertile ground for Data Science problems. The data science models are adapted by the internet commerce to achieve improved efficiency as well as better customer experience. In this...
Ravindra Babu T
Through the years, Nature inspired computing [1] has been adapted by the computer science community to address challenging real-life problems. Biology-inspired and Physics-inspired processes have a huge influence on computer science, optimisation and...
Ravindra Babu T
The trick is to make everything simple ! Knowledge graphs are becoming increasingly popular with different applications in AI, due to their ability to render a cognitive representation of unstructured data, that readily...
Karthika Vijayan
Out Of Home advertising has seen rapid growth in the UK. In 2019, OOH advertising revenue rose 7.6% from 2018 to £1.3bn. However, OOH, by and large, has operated as an offline channel...
Anay Nayak
At the turn of the century, the internet made remote learning a reality. Propelled by the advent of cloud computing and AI coupled with burgeoning global internet penetration, the e-learning market grew at...
Priyank Gupta