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
Debmalya BiswasinAI AdvancesStateful and Responsible AI AgentsIntegrating AgentOps Monitoring with Responsible AI PracticesAug 271Aug 271
Debmalya BiswasinTowards Data ScienceConflicting Prompts, and the Art of Building Enterprise Prompt StoresReinforcement Learning based automated curation of Prompt StoresAug 201Aug 201
Debmalya BiswasinTowards Data ScienceLLM PersonalizationUser Persona based Personalization of LLM generated ResponsesAug 13Aug 13
Debmalya BiswasinDataDrivenInvestorGenerative AI Governance ChecklistEnabling effective AI Governance at EnterprisesAug 61Aug 61
Debmalya BiswasinTowards Data ScienceEnterprise Use Case-Based Evaluation of LLMsGenerative AI evaluation strategyJul 23Jul 23
Debmalya BiswasinTowards Data ScienceGenerative AI Privacy RisksPrivacy Risks of Large Language Models (LLMs)Jul 111Jul 111
Debmalya BiswasinTowards Data ScienceResponsible LLMOpsIntegrating Responsible AI practices into LLMOpsJun 16Jun 16