Poulami SarkarBlack Box Thinking: A Review of Matthew Syed’s MasterpieceMatthew Syed’s Black Box Thinking is a thought-provoking exploration of the power of failure and the importance of learning from mistakes…Oct 15Oct 15
Poulami SarkarLangGraph + LangChain: Sailing through the oceanBuilding a conversational AI that can actually do things — book appointments, answer specific questions from a database, or control IoT…Oct 4Oct 4
Poulami SarkarAdam vs. AdamW: The Subtle Difference That MattersDeep learning thrives on optimization algorithms. These algorithms are the engines that power the learning process, steering our models…Aug 13Aug 13
Poulami SarkarUnveiling the Kolmogorov-Arnold Network (KAN): A Paradigm Shift in Artificial Intelligence?The realm of artificial intelligence (AI) has been dominated by convolutional neural networks (CNNs) and transformers for years. However, a…May 15May 15
Poulami SarkarIs Your AI Project a Doomsday Device? How to Avoid the ExplosionImagine pouring months of work into your revolutionary AI project, only to discover it’s…well, learning to write haiku about staplers…May 9May 9
Poulami SarkarBeyond the Bits: Quantization Techniques for Enhancing NLP Model Efficiency and ScalabilityEmbeddings are numerical representations of textual data, used in natural language processing (NLP) tasks like sentiment analysis, machine…Apr 25Apr 25
Poulami SarkarFinally, LLMs That Actually Listen! (Thanks to SAMMO!)In the rapidly evolving field of natural language processing (NLP), large language models (LLMs) have taken center stage. These powerful…Apr 22Apr 22
Poulami SarkarUnveiling the Duel: State-Space Models (SSMs) vs. Transformers in the NLP ArenaThe realm of natural language processing (NLP) has witnessed a paradigm shift with the rise of transformers. Their exceptional ability to…Apr 14Apr 14
Poulami SarkarRAG Fusion to unveil hidden depth of informationRAG fusion is a novel technique that combines retrieval-augmented generation (RAG) with reciprocal rank fusion (RRF) to enhance search…Mar 20Mar 20
