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Debmalya Biswas

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AI Advances

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Debmalya Biswas

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Dec 8, 2024

Long-term Memory for AI Agents

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

Long-term Memory for AI Agents

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Data Science Collective

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Debmalya Biswas

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Mar 23, 2025

Agentic AI for Data Engineering

Reimagining Enterprise Data Management leveraging AI Agents

Agentic AI for Data Engineering

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TDS Archive

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Debmalya Biswas

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Sep 14, 2020

Self-improving Chatbots based on Deep Reinforcement Learning

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

Self-improving Chatbots based on Deep Reinforcement Learning

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AI Advances

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Debmalya Biswas

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Sep 6

Causal LLMs — the next frontier of Agentic Reasoning

Adding Causality to Agentic Inferencing

Causal LLMs — the next frontier of Agentic Reasoning

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AI Advances

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Debmalya Biswas

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Aug 30

Tokenomics: FinOps for the Agentic Harness

the hidden cost of non-functional LLM calls for Memory, Evals & Guardrails

Tokenomics: FinOps for the Agentic Harness

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AI Advances

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Debmalya Biswas

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Aug 4

Observability for the Agentic Harness

OpenTelemetry logging, Evals & FinOps for AI Agents

Observability for the Agentic Harness

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AI Advances

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Debmalya Biswas

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May 18

Security Blueprints for the Agentic Harness

Security Guardrails for Enterprise AI Agents and MCP Tools

Security Blueprints for the Agentic Harness

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AI Advances

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Debmalya Biswas

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Apr 8

Agentic AI: Fragmented Data & LLM Reasoning Challenges

AI Agents for Industrial IoT Systems

Agentic AI: Fragmented Data & LLM Reasoning Challenges

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AI Advances

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Debmalya Biswas

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Feb 8

Designing efficient Agentic AI Workflows

Agentification UI/UX: Mapping Enterprise Processes to Agentic Execution Graphs

Designing efficient Agentic AI Workflows

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AI Advances

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Debmalya Biswas

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Jan 12

Agentic AI Evaluation Strategy & Metrics

Evals for AI Agents & Tools

Agentic AI Evaluation Strategy & Metrics

Debmalya Biswas

Debmalya Biswas

Agentic AI Lead | x- Nokia, SAP, Oracle | 2x Startups | 50+ patents | PhD - INRIA https://www.linkedin.com/in/debmalya-biswas-3975261/

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