SugeerthEfficient and Scalable Retrieval-Augmented Generation (RAG): Techniques and Best PracticesMultimodal Retrieval-Augmented Generation (RAG) is a powerful technique that combines the strengths of information retrieval and text…Jul 3Jul 3
SugeerthPractical Solutions for Real-World GEN AI ApplicationsIn the dynamic realm of artificial intelligence, transformers have emerged as a game-changer, propelling natural language processing (NLP)…Aug 9, 2023Aug 9, 2023
SugeerthLeveraging Language Models (LLMs) for Attention Visualization to Aid Improved TuningLanguage models have revolutionized the field of natural language processing, and Leveraging Language Models (LLMs) like GPT-3.5 have…Jun 15, 2023Jun 15, 2023
SugeerthNeural Networks in Automated Trend Detection in Large DatasetsNeural Networks have become ubiquitous now. Whether it be convolutional neural networks, recurrent neural networks. Its applications to…Nov 15, 2019Nov 15, 2019
SugeerthExplainable AI for Deep LearningDesigning deep learning models applying to text, graphs or images are primarily hypothesis-driven. Understanding the context…Jun 16, 2018Jun 16, 2018
SugeerthQualitative Visualization methods to Evaluate MLWe all know the importance of Visual Analytics in Machine Learning. As ML methods play an increasingly influential role in the world, new…Oct 13, 2017Oct 13, 2017
SugeerthNetwork Scientific Approach to Finding JobsWe all know the importance of the network science and LinkedIn in helping a prospective candidate to search for a job. Most of the users in…Jun 1, 2017Jun 1, 2017
SugeerthPower of Emerging Economies on the Global Internet BusinessesInternet has a huge impact in our lives right now. It has changed the way we conduct business, perform research or communicate with each…Apr 13, 2017Apr 13, 2017
SugeerthImpact of methods in Network ScienceThe impact of analysis of networks is huge. Critical knowledge in the domain of Transportation networks, Brain Networks, Social Networks…Apr 12, 2017Apr 12, 2017
