PinnedDebmalya BiswasinDataDrivenInvestorGenerative AI — LLMOps Architecture PatternsDeploying Large Language Models (LLMs) in the EnterpriseJun 25, 20232Jun 25, 20232
PinnedDebmalya BiswasinTowards Data ScienceCompositional AI: the future of Enterprise AIFusion of AI/ML Services, integrating DataOps, MLOps, APIOpsApr 2, 2021Apr 2, 2021
PinnedDebmalya BiswasinTowards Data ScienceSelf-improving Chatbots based on Deep Reinforcement LearningReinforcement Learning (RL) model for self-improving chatbots, specifically targeting FAQ-type chatbots.Sep 14, 20201Sep 14, 20201
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Debmalya BiswasinDataDrivenInvestorAI Agents Reference ArchitectureLLM Agent deployment frameworkMay 1May 1
Debmalya BiswasinDataDrivenInvestorHierarchical Federated Learningand its Privacy AnalysisApr 27Apr 27
Debmalya BiswasinDataDrivenInvestorWhy is Gen AI such a Complex topic?Gen AI/LLMs today, and the concepts surrounding themMar 172Mar 172
Debmalya BiswasinDataDrivenInvestorPrivacy Considerations of AI AgentsPrivacy scenarios for LLM enabled Autonomous AgentsFeb 24Feb 24
Debmalya BiswasinDataDrivenInvestorReinforcement Learning based Personalization of LLMsPersonalized Gen AIFeb 10Feb 10
Debmalya BiswasinDataDrivenInvestorRe-training Strategy for fine-tuned LLMsChange Data Capture (CDC) for Re-training LLMs / SLMsNov 19, 2023Nov 19, 2023