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…5 min read·Mar 30, 2024----
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…6 min read·Mar 16, 2024----
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…7 min read·Feb 4, 2024----
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…4 min read·Aug 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.6 min read·Apr 16, 2023--3--3
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…6 min read·Mar 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.5 min read·Mar 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.3 min read·Mar 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…13 min read·Feb 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…8 min read·Feb 17, 2023----