Debmalya Biswas

artificial intelligence machine learning generative ai privacy large language models compositional ai responsible ai llms llmops reinforcement learning explainability ai agents nlp compliance deep learning ethical ai chatbots enterprise ai privacy preserving compuation computer vision searchable encryption energy optimization dataops gen ai hvac edge ai ai fusion open source bias smartphone apps/services conflict detection policy evolution privacy policies outsourced advertising homomorphic encryption bbuzz natural language search drqa bert enterprise search cognitive search elasticsearch recommender systems rewards function mobile apps azure personalizer design patterns regulations bis fairness accountability ai regulations multi-agent systems constraints discovery autogpt privacy engineering risks leakage conversational ai agentic ai reasoning llm agents agenticframeworks industry 4.0 nvidia jetson healthcare elderly care tinyml ijcai2021 federated learning mlops data science data analytics neurips design principles guidelines industrial control systems control theory ai tech summit sustainability gotech world llm evaluation