PinnedShrishA primer on AI Agents with LangGraph, understand all about itAI agents have captivated computer scientists and scriptwriters for decades. Remember Agent Smith from the Matrix or the ever-helpful…Apr 254Apr 254
ShrishHow to break into data science(2024)?A brief overall about data science as a career. This article should be able to clear noise a lot of noise about AI and give you clarity.Mar 281Mar 281
ShrishHow exactly to make career choices in this noisy world?In our fast-moving world, it’s becoming tough to stick to one job(or one place) for our entire life, even if we really want to. There will…Aug 19, 20231Aug 19, 20231
ShrishMy 2 years in corporate after academia: an opinionated takeIt has been nearly two years since I bid farewell to academia and ventured into the captivating realm of a corporate career as a Data…Jul 16, 2023Jul 16, 2023
ShrishLoRA: Low-Rank Adaptation from the first principleAt the heart of all deep learning models lies a sequence of matrix multiplications, interspersed with the introduction of non-linear…Jun 22, 20234Jun 22, 20234
ShrishBreaking the Memory Barrier: How ZeRO Revolutionizes Large Language Model TrainingTraining powerful language models like GPT-3, one of ChatGPT’s precursors, is a resource-intensive affair. Estimates suggest that the cost…May 21, 2023May 21, 2023
ShrishAn intuitive understanding of mixed precision trainingDeep learning models are well-known for their ability to achieve higher accuracy as their size increases. However, as models grow larger…May 6, 2023May 6, 2023
ShrishLearning how to learnAs technology continues to evolve rapidly, it is essential for individuals to keep up with the latest skills and knowledge to remain…Mar 21, 2023Mar 21, 2023
ShrishWinning 6000$ with a few lines of codeThe M6 Financial Forecasting CompetitionMar 17, 2023Mar 17, 2023
ShrishEmergenceLately, I have been studying large language models, such as ChatGPT, and discovered that they fundamentally predict the next word by…Mar 17, 2023Mar 17, 2023