Debmalya Biswas – Medium

Debmalya Biswas

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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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Data Science Collective

Agentic AI for Data Engineering

Reimagining Enterprise Data Management leveraging AI Agents

Mar 23

Agentic AI for Data Engineering

Mar 23

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TDS Archive

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

Observability for Agentic AI: Latency vs. Throughput

Compensation based Rollback Strategies for non-deterministic Agentic Behavior

May 11

Observability for Agentic AI: Latency vs. Throughput

May 11

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Data Science Collective

Agentic AI for Customer Service Desk

Reinventing the Contact Center with Autonomous AI Agents

Apr 27

Agentic AI for Customer Service Desk

Apr 27

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AI Advances

Agentic AI Inference Sizing

Understanding Pricing for AI Agents

Mar 2

Agentic AI Inference Sizing

Mar 2

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AI Advances

Prompt Stores: Prompt Engineering for the Enterprise

Reinforcement Learning based curation of Conflicting Prompts

Feb 22

Prompt Stores: Prompt Engineering for the Enterprise

Feb 22

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AI Advances

Gen AI for Enterprise Security

Migrating Legacy Security Policies to LLM based Risk Classifiers

Feb 2

Gen AI for Enterprise Security

Feb 2

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AI Advances

Federated Learning for Composite AI Agents

Privacy preserving realization of Agentic AI Compositions

Jan 19

Federated Learning for Composite AI Agents

Jan 19

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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

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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