Sunila GollapudiRole of Latent Spaces and Implementation in Generative AIDimensionality and Latent Space implementation using PCA and VAEsJul 24Jul 24
Sunila GollapudiinTowards Data ScienceImplementing Generative and Analytical Models to Create and Enrich Knowledge Graphs for RAGsEvaluate generative and analytical models to build Knowledge Graphs and facilitate them to power highly performing RAGsMay 292May 292
Sunila GollapudiinTowards Data ScienceCombine Text Embeddings and Knowledge (Graph) Embeddings in RAG systemsIn my previous articles, I wrote about using Knowledge Graphs in conjunction with RAGs and how Graph techniques can be used for Adaptive…Apr 299Apr 299
Sunila GollapudiAdvanced Tokenization in LLMs: Usage of Advanced Graph TechniquesRecently I was trying my hands on some rudimentary tokenization techniques on my LLM and in specific tried adaptive tokenization. To…Apr 203Apr 203
Sunila GollapudiUsing Knowledge Graphs to enhance Retrieval Augmented Generation (RAG) systemsThe combination of knowledge graphs and retrieval-augmented generation (RAG) systems is a game-changing technique in the quickly changing…Apr 149Apr 149
Sunila GollapudiMachine Learning Methods : ClassificationThere are many ways of classifying machine learning algorithms. In this assignment, I chose the below learning method classification that…Mar 31Mar 31
Sunila GollapudiData Strategy Series: Observations and Facts about Traditional Data ArchitecturesIn this one of its kind Data Strategy Series, I will be covering many aspects of Enterprise Data that covers a varied set of topics from…Nov 18, 2020Nov 18, 2020
Sunila GollapudiinDataDrivenInvestorDefining “Vision” in “Computer Vision”Computer Vision also referred as Vision is the recent cutting edge field within computer science that deals with enabling computers…May 12, 2020May 12, 2020
Sunila GollapudiinDataDrivenInvestorArtificial Intelligence SimplifiedThe definition of Artificial Intelligence has evolved ever since its first reference in 1956 at the Dartmouth conference. From emulating…May 11, 20201May 11, 20201