PinnedDebmalya BiswasinDataDrivenInvestorGenerative AI — LLMOps Architecture PatternsDeploying Large Language Models (LLMs) in the Enterprise·5 min read·Jun 25, 2023--2--2
PinnedDebmalya BiswasinTowards Data ScienceCompositional AI: the future of Enterprise AIFusion of AI/ML Services, integrating DataOps, MLOps, APIOps·11 min read·Apr 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.·10 min read·Sep 14, 2020--1--1
Debmalya BiswasinDataDrivenInvestorHierarchical Federated Learningand its Privacy Analysis·10 min read·2 days ago----
Debmalya BiswasinDataDrivenInvestorWhy is Gen AI such a Complex topic?Gen AI/LLMs today, and the concepts surrounding them·8 min read·Mar 17, 2024--2--2
Debmalya BiswasinDataDrivenInvestorPrivacy Considerations of AI AgentsPrivacy scenarios for LLM enabled Autonomous Agents·8 min read·Feb 24, 2024----
Debmalya BiswasinDataDrivenInvestorReinforcement Learning based Personalization of LLMsPersonalized Gen AI·9 min read·Feb 10, 2024----
Debmalya BiswasinDataDrivenInvestorRe-training Strategy for fine-tuned LLMsChange Data Capture (CDC) for Re-training LLMs / SLMs·9 min read·Nov 19, 2023----
Debmalya BiswasinDataDrivenInvestorGenerative AI Design PrinciplesBest practices to build Generative AI Applications·11 min read·Sep 2, 2023--1--1
Debmalya BiswasinDataDrivenInvestorGenerative AI in Cyber Securityfrom Rules to LLM based Security Risk Classifiers·6 min read·Aug 18, 2023----