
Debmalya Biswas
@debmalyabiswas
AI/ML, Data Analytics and Privacy
Director, Data Analytics & AI - Wipro; x - Nokia, SAP, Oracle; 50+ Patents; PhD - INRIA
Medium: debmalyabiswas.medium.com
ID: 1315242828763627520
https://www.linkedin.com/in/debmalya-biswas-3975261/ 11-10-2020 10:48:35
230 Tweet
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Honored to be ranked at #3 by @Thinkers360 in their 2024 Global Leaderboard on #Cybersecurity and congratulations to all on the list buff.ly/4imbo5w Kayne 'no longer here' McGladrey Mark Lynd 🎙CISSP ISSAP ISSMP Matthew Rosenquist Chuck Brooks Rob May #BeCyberSmart Helen Yu Josh Long (the JoshMeister) netzpalaver Debmalya Biswas


Debmalya Biswas Debmalya Biswas addresses the limitations of current vector database-based systems in handling diverse memory types—essential for agentic AI tasks, offering a practical roadmap for advancing AI agents' adaptability and long-term efficiency. ai.gopubby.com/4ae9b37c6c0f

When we talk about AI agents, we mostly talk about LLM agents, which translates to prompting LLM to do NLP tasks. Debmalya Biswas integrates LLMs with RL to optimize industrial control systems, showcasing how RL agents revolutionize HVAC optimization. ai.gopubby.com/b917b513f0c4

Debmalya Biswas Debmalya Biswas bridges the gap between LLMOps/AgentOps and Responsible AI by offering a unified framework for scalable, responsible agentic AI deployment. The article guides those seeking to future-proof their AI systems. ai.gopubby.com/8d90fbd84985


AI agents are the current hype. Debmalya Biswas analyzes how task decomposition, agent matchmaking, and meta-learning frameworks can address scalability challenges. This article offers valuable guidance for advancing multi-agent system design. ai.gopubby.com/27a31b6b1ca6


AI Agents Marketplace & Discovery for Multi-agent Systems by Debmalya Biswas ai.gopubby.com/ai-agents-mark…

Debmalya Biswas Debmalya Biswas outlines the benefits of personalization, from adapting communication styles to aligning with use-case contexts, and provides a robust reference architecture for implementing a personalization layer in agentic AI platforms. ai.gopubby.com/ab132f2eeb03



Debmalya Biswas Debmalya Biswas explores privacy-preserving techniques for agentic AI compositions, providing valuable insights for enterprises aiming to enhance data security and regulatory compliance. ai.gopubby.com/83e61d0e430c

Debmalya Biswas Debmalya Biswas outlines a methodology for migrating existing access control rules to transformer-based security risk classifiers. This approach has the potential to transform the security landscape for legacy enterprise applications. ai.gopubby.com/963a09c27415

Prompt engineering is still alive and Prompt stores is explained by Debmalya Biswas in the following article. ai.gopubby.com/prompt-stores-…



I just published #AgenticAI for Customer #ServiceDesk DataScienceCollective medium.com/data-science-c… Agentic AI reference #architecture for #ContactCenters orchestrating autonomous #AIAgents in a #personalized fashion for end-users. #GenAI #LLMs #Reasoners

I just published #Observability for #AgenticAI AI Advances ai.gopubby.com/agentic-observ… #Compensation based #Rollback Strategies for #nondeterministic Agentic Behavior #GenerativeAI #GenAI #LLM #LLMAgents #LLMInference #Latency #Throughput #AIAgents


I just published in AI Advances Agentic AI Lifecycle for Enterprise Processes ai.gopubby.com/agentification… #Agentification #AIAgents #AgenticLifecycle #EnterpriseAI #GenAI #LLMs #AgenticDesign #AIGovernance #DataEngineering #CustomerServiceDesk