PinnedAyush ChaurasiaWhy recruiting in ML is broken?I want to set the scope for this write-up. Hiring in tech is seeing a gradual change overall and this topic can be generalized to any…Oct 12, 2022Oct 12, 2022
Ayush ChaurasiainLanceDBLanceDB’s Medium Content Moving to https://blog.lancedb.com/Exciting News, LanceDB Followers!Apr 3Apr 3
Ayush ChaurasiainLanceDBHybrid search and custom reranking with LanceDBSearch has historically been a complex problem in computer science. This is partly due to limitations in natural language or contextual…Feb 192Feb 192
Ayush ChaurasiainLanceDBUsing Prediction Guard and LanceDB to Prevent Medical HallucinationsThis is a collective work of the following authors:Jan 2Jan 2
Ayush ChaurasiainLanceDBMemGPT: OS inspired LLMs that manage their own memoryIn the landscape of artificial intelligence, large language models (LLMs) have undeniably reshaped the game. However, a notable challenge…Dec 11, 2023Dec 11, 2023
Ayush ChaurasiainLanceDBServerless Multi-Modal search engine applicationIn this writeup, you’ll learn the process of building a multi-modal search engine using roboflow’s CLIP inference API and LanceDB…Sep 25, 2023Sep 25, 2023
Ayush ChaurasiainLanceDBLLMs, RAG, & the missing storage layer for AIIn the rapidly evolving landscape of artificial intelligence, Generative AI, especially Language Model Machines (LLMs) have emerged as the…Sep 6, 20238Sep 6, 20238
Ayush ChaurasiainLanceDBScalable Computer Vision with LanceDB & Voxel51Importance of dataset analysis in CVJul 13, 2023Jul 13, 2023
Ayush ChaurasiainTowards Data ScienceComparing Modern Scalable Hyperparameter Tuning MethodsA comparison of Random search, Bayesian search using HyperOpt, Bayesian search combined with Asynchronous Hyperband and Population-Based…Sep 28, 20201Sep 28, 20201
Ayush ChaurasiainAnalytics VidhyaUse Pytorch Lightning to Decouple Science science code from engineering codePytorch lighting significantly reduces the boiler plate code by providing definite code structures for defining and training models.Jun 2, 20201Jun 2, 20201