Ranjeet Tiwari | Senior Architect - AI | IITJHarnessing the Power of HNSW: Optimizing Vector Databases for Fast, Scalable AI SearchLet’s break down how HNSW and its predecessor, Navigable Small World (NSW), work and why they are pivotal in making vector databases fast…3d ago3d ago
Ranjeet Tiwari | Senior Architect - AI | IITJBuilding Large Language Models from Scratch: Initial Guide4d ago4d ago
Ranjeet Tiwari | Senior Architect - AI | IITJSummarize Large Documents or Text Using LLMs and LangChainSummarizing long texts can be quite a challenge, but with LangChain and Language Learning Model (LLM), it’s made simple. Imagine you’re…Jul 17Jul 17
Ranjeet Tiwari | Senior Architect - AI | IITJPrepare Instruction Dataset to Fine-Tune Large Language Models: Practical Guide for OpenAI ModelsFine-tuning a Large Language Model (LLM) can seem daunting, but with a clear understanding of how to prepare your instruction dataset, it…Jul 15Jul 15
Ranjeet Tiwari | Senior Architect - AI | IITJMastering PyTorch Indexing: Simple Techniques with Practical ExamplesPyTorch is a popular tool for working with machine learning, and it uses something called “tensors” to handle data. Imagine tensors as…Jun 8Jun 8
Ranjeet Tiwari | Senior Architect - AI | IITJDevOps vs MLOps: Connecting Traditional Software Development with Machine Learning OperationsDevOps and MLOps are two practices designed to streamline and optimize different types of software development processes.Jun 6Jun 6
Ranjeet Tiwari | Senior Architect - AI | IITJHow to Build an ETL Data Pipeline for Machine Learning and NLP ProjectsWhen you’re working on a machine learning (ML) or natural language processing (NLP) project, data plays a big role. Building an ETL…Apr 19Apr 19
Ranjeet Tiwari | Senior Architect - AI | IITJEthical Standards in AI DevelopmentIn today’s digital age, Artificial Intelligence (AI) is shaping our world in remarkable ways.Apr 8Apr 8
Ranjeet Tiwari | Senior Architect - AI | IITJData Insights -Exploring Statistical Modelling Techniques using Python -Part 1Statistical modeling is a powerful tool in data analysis, providing insights and predictions crucial for decision-making. In this article…Apr 2Apr 2
Ranjeet Tiwari | Senior Architect - AI | IITJKey Probability Distributions in Machine LearningProbability distributions play a crucial role in machine learning. They help us understand the likelihood of different outcomes, which is…Mar 25Mar 25