Sthanikam SanthoshUnveiling the Power of Metric Learning in AI: Custom Embedding odelIn the dynamic landscape of artificial intelligence (AI) and machine learning (ML), the quest for efficient and scalable solutions to…Mar 30Mar 30
Sthanikam SanthoshEnhancing RAG Efficiency: The Power of Semantic ChunkingIn today’s rapidly evolving landscape of language understanding, Large Language Models (LLMs) have emerged as transformative tools. Trained…Mar 16Mar 16
Sthanikam SanthoshHow to improve RAG(Retrieval Augmented Generation) performanceWith advancements in computing power and the availability of data, large language models have become robust enough to answer user queries…Feb 4Feb 4
Sthanikam SanthoshIntroduction to Flash Attention: A Breakthrough in Efficient Attention MechanismAttention mechanisms have revolutionized the field of natural language processing and deep learning. They allow models to focus on relevant…Aug 20, 2023Aug 20, 2023
Sthanikam SanthoshUnderstanding BLEU and ROUGE score for NLP evaluationAs natural language processing (NLP) continues to advance, the need for evaluating NLP models becomes increasingly important.Apr 16, 20233Apr 16, 20233
Sthanikam SanthoshContext aware sentence matching using ML techniquesSentence matching or text matching is a common problem in natural language processing (NLP) and machine learning (ML) that involves…Mar 26, 2023Mar 26, 2023
Sthanikam SanthoshText to Speech Generation:- WaveNet & WaveRNNText-to-audio generation is the process of converting text data into speech audio, and it plays a crucial role in various applications.Mar 24, 2023Mar 24, 2023
Sthanikam SanthoshSpeech to Text generation- WhisperSpeech-to-text generation is the process of converting spoken language into text, and it plays a crucial role in various applications.Mar 19, 2023Mar 19, 2023
Sthanikam SanthoshNavigating the AI Life Cycle: Responsibilities of Key PersonasAs AI technology continues to revolutionize industries, it has become increasingly important for organizations to establish clear roles and…Feb 21, 2023Feb 21, 2023
Sthanikam SanthoshManaging the Machine Learning Life CycleManaging a machine learning (ML) project can be a complex task, and it’s important to have a well-defined process in place to ensure a…Feb 17, 2023Feb 17, 2023
