Debmalya Biswas (@debmalyabiswas) 's Twitter Profile
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

linkhttps://www.linkedin.com/in/debmalya-biswas-3975261/ calendar_today11-10-2020 10:48:35

230 Tweet

186 Takipçi

97 Takip Edilen

AI Advances (@aiadvances) 's Twitter Profile Photo

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

AI Advances (@aiadvances) 's Twitter Profile Photo

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

AI Advances (@aiadvances) 's Twitter Profile Photo

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

Debmalya Biswas (@debmalyabiswas) 's Twitter Profile Photo

Responsible #AgentOps Integrating #ResponsibleAI practices for #AgenticAI linkedin.com/pulse/responsi… We highlight #LLM specific issues, dive into the relevant Gen AI #architectural patterns, and propose approaches to establish a deployment platform #governed by Responsible AI.

AI Advances (@aiadvances) 's Twitter Profile Photo

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

Debmalya Biswas (@debmalyabiswas) 's Twitter Profile Photo

A comprehensive guide to #AgenticAI slideshare.net/slideshow/a-co… Intro to #AIAgents Ref. #Architecture Agents Discovery & #Marketplace Agent #Observability & #Memory Management Agentic #RAGs #ReinforcementLearning Agents #ResponsibleAI Agents #GenAI #LLMs #AgentOps #LLMOps

AI Advances (@aiadvances) 's Twitter Profile Photo

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 (@debmalyabiswas) 's Twitter Profile Photo

Scale Gen AI Responsibly with LLMOPS wipro.com/ai/articles/sc… #ResponsibleAI #GenerativeAI #GenAI #LLMOps #LLM #RAGs #PromptEngineering

muarata2 (@muarata2) 's Twitter Profile Photo

1/15 AI Agent News AI Agent開発の技術的体系について 私のような非エンジニアでもAI Agentの技術的な仕組みが「わかった気になれる資料」を発見したので、共有いたします。 技術的なことも知っていれば便利という方に良いと思います。 下記よりダウンロード x.gd/eYac7

AI Advances (@aiadvances) 's Twitter Profile Photo

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

AI Advances (@aiadvances) 's Twitter Profile Photo

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

akira @ DataMarket 💹 (@sista05) 's Twitter Profile Photo

データエンジニアリングのためのAgent AIという記事です。 データカタログ作成やデータ品質管理といったデータ管理プロセスにAgent AIを適用する流れを説明してます。私も開発に携わっていますが、AIに任せる部分と人間がプロセスを作った方がいい部分があるってことですね。 ai.gopubby.com/agentic-ai-for…

Debmalya Biswas (@debmalyabiswas) 's Twitter Profile Photo

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

Debmalya Biswas (@debmalyabiswas) 's Twitter Profile Photo

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

Cyprx Research Lab Official (@cyprxresearch) 's Twitter Profile Photo

Resharing a must-read: "Agentic AI: Scalable & Responsible Deployment of AI Agents in the Enterprise" by Debmalya Biswas. 🤖 The report covers Agentic AI reference architecture, personalizing user experience, memory management, and reinforcement learning agents essential

Resharing a must-read: "Agentic AI: Scalable & Responsible Deployment of AI Agents in the Enterprise" by Debmalya Biswas. 🤖

The report covers Agentic AI reference architecture, personalizing user experience, memory management, and reinforcement learning agents essential
Debmalya Biswas (@debmalyabiswas) 's Twitter Profile Photo

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