Debmalya Biswas – Medium

Debmalya Biswas

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DataDrivenInvestor

Generative AI — LLMOps Architecture Patterns

Deploying Large Language Models (LLMs) in the Enterprise

Jun 25, 2023

Generative AI — LLMOps Architecture Patterns

Jun 25, 2023

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Towards Data Science

Compositional AI: the future of Enterprise AI

Fusion of AI/ML Services, integrating DataOps, MLOps, APIOps

Apr 2, 2021

Compositional AI: the future of Enterprise AI

Apr 2, 2021

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Towards Data Science

Self-improving Chatbots based on Deep Reinforcement Learning

Reinforcement Learning (RL) model for self-improving chatbots, specifically targeting FAQ-type chatbots.

Sep 14, 2020

Self-improving Chatbots based on Deep Reinforcement Learning

Sep 14, 2020

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AI Advances

Federated Learning for Composite AI Agents

Privacy preserving realization of Agentic AI Compositions

2d ago

Federated Learning for Composite AI Agents

2d ago

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AI Advances

Personalizing UX for Agentic AI

Fine-tuning AI Agents based on User personas for Enterprise Use-cases

Jan 5

Personalizing UX for Agentic AI

Jan 5

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AI Advances

AI Agents Marketplace & Discovery for Multi-agent Systems

Why LLMs as a run-time execution engine for Agentic AI systems do not Scale?

Dec 26, 2024

AI Agents Marketplace & Discovery for Multi-agent Systems

Dec 26, 2024

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AI Advances

Responsible AI Agents

Integrating Responsible AI practices into Agentic AI

Dec 22, 2024

Responsible AI Agents

Dec 22, 2024

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AI Advances

LLM based fine-tuning of Reinforcement Learning Agents

Reinforcement Learning Agents for Industrial Control Systems

Dec 15, 2024

LLM based fine-tuning of Reinforcement Learning Agents

Dec 15, 2024

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AI Advances

Long-term Memory for AI Agents

Why Vector Databases are not sufficient for Memory Management of Agentic AI Systems?

Dec 8, 2024

Long-term Memory for AI Agents

Dec 8, 2024

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AI Advances

Agentic RAGs: extending RAGs to SQL Databases

AI Agents querying SQL and Document repositories in Natural Language

Nov 17, 2024

Agentic RAGs: extending RAGs to SQL Databases

Nov 17, 2024

Debmalya Biswas

Debmalya Biswas

AI/ML, Privacy and Open Source | x-Nokia, SAP, Oracle | 50+ Patents https://www.linkedin.com/in/debmalya-biswas-3975261/

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