Sunila GollapudiinTechspressoAdvanced 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…·9 min read·5 days ago--1--1
Sunila GollapudiinTechspressoUsing 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…·11 min read·Apr 14, 2024--3--3
Sunila GollapudiMachine Learning Methods : ClassificationThere are many ways of classifying machine learning algorithms. In this assignment, I chose the below learning method classification that…·4 min read·Mar 31, 2024----
Sunila GollapudiinTechspressoData 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…·7 min read·Nov 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…·4 min read·May 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…·10 min read·May 11, 2020--1--1
Sunila GollapudiinDataDrivenInvestorDeep learning SimplifiedEncouraged by all the responses to my previous “Simplified” blog series on Reinforcement learning and Ensemble learning, I am writing this…·8 min read·May 10, 2020----
Sunila GollapudiinDataDrivenInvestorBlackboard Architecture at the core of all AI and ML solutionsBlackboard Architecture is an architecture style or pattern used in solving Artificial Intelligence, Mining, Machine learning problems·3 min read·May 6, 2020----
Sunila GollapudiinDataDrivenInvestorWhy and How Enterprises are adopting Transfer learning ?We are seeing that there is an Enterprise wide adoption of transfer learning techniques while using Machine learning and Deep learning. And…·5 min read·Mar 12, 2020----
Sunila GollapudiinDataDrivenInvestorEnsemble learning SimplifiedInline with my earlier blog on “Reinforcement learning Simplified” that I recieved excellent reception, I now have Ensemble learning basics…·6 min read·Mar 1, 2020----
