Volkan OBAN

@UCebrFvU9lspmyCwapWaJA1g - 140 subscribers

Expert Data Scientist and Artificial Intelligence Engineer - Generative A.I. Engineer / Researcher, Applied Mathematician. Linkedin: linkedin.com/in/volkanoban

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Multimodal Expressive Voice-Cloning Agentic RAG

Multimodal Expressive Voice-Cloning Agentic RAG Volkan OBAN

4 views - 4 hours ago

Speak in Turkish, Be Heard in English: AI Real-Time Translation with Authorized Voice Cloning

Speak in Turkish, Be Heard in English: AI Real-Time Translation with Authorized Voice Cloning Volkan OBAN

13 views - 5 days ago

OBAN-DocSkill Agent: From Scattered Documents to Verifiable Knowledge and Executable Skills

OBAN-DocSkill Agent: From Scattered Documents to Verifiable Knowledge and Executable Skills Volkan OBAN

19 views - 1 week ago

Beyond Prediction: OBAN-PHGC Reveals the Hidden Topology Behind Every Classification

Beyond Prediction: OBAN-PHGC Reveals the Hidden Topology Behind Every Classification Volkan OBAN

13 views - 2 weeks ago

Document-Grounded AI Verdict Auditor: Turning AI Outputs into Verifiable, Evidence-Based Decisions

Document-Grounded AI Verdict Auditor: Turning AI Outputs into Verifiable, Evidence-Based Decisions Volkan OBAN

12 views - 2 weeks ago

From A.I. Hallucination to Verified Intelligence: OBAN-SIS as the Immune Layer

From A.I. Hallucination to Verified Intelligence: OBAN-SIS as the Immune Layer Volkan OBAN

9 views - 3 weeks ago

OBAN-EAR: Entailment-Aware Reasoning Agentic RAG with NLI Verification, Reliable

OBAN-EAR: Entailment-Aware Reasoning Agentic RAG with NLI Verification, Reliable Volkan OBAN

17 views - 4 weeks ago

FUZZY RELIABILITY LAYER FOR LLM REASONING: A Trust-Aware Control Framework for Safer GenAI Decisions

FUZZY RELIABILITY LAYER FOR LLM REASONING: A Trust-Aware Control Framework for Safer GenAI Decisions Volkan OBAN

22 views - 1 month ago

From User Intent to Reliable Intelligence: OBAN AutoAgent Forge

From User Intent to Reliable Intelligence: OBAN AutoAgent Forge Volkan OBAN

56 views - 1 month ago

Beyond Retrieval: Hermes-Style Agentic RAG for Evidence-Grounded Document Reasoning

Beyond Retrieval: Hermes-Style Agentic RAG for Evidence-Grounded Document Reasoning Volkan OBAN

57 views - 1 month ago

SAGE-AE: A New Architecture for Requirement-Driven Agentic Intelligence

SAGE-AE: A New Architecture for Requirement-Driven Agentic Intelligence Volkan OBAN

19 views - 1 month ago

Agentic Embedding Systems Theory - Agent-Activation Embeddings

Agentic Embedding Systems Theory - Agent-Activation Embeddings Volkan OBAN

28 views - 1 month ago

Omnimodal A.I. Application: Octopus-Inspired Omnimodal Agent Swarm for Cognitive Reasoning

Omnimodal A.I. Application: Octopus-Inspired Omnimodal Agent Swarm for Cognitive Reasoning Volkan OBAN

24 views - 1 month ago

Cognitive Agentic Operating System: A Self-Evolving AI Architecture Beyond Classical Agents -AgentOS

Cognitive Agentic Operating System: A Self-Evolving AI Architecture Beyond Classical Agents -AgentOS Volkan OBAN

58 views - 2 months ago

ShelfVision A.I. : Real-Time Visual Intelligence for Smarter Stock and Planogram Decisions

ShelfVision A.I. : Real-Time Visual Intelligence for Smarter Stock and Planogram Decisions Volkan OBAN

19 views - 2 months ago

Adaptive Agent Swarm RAG: Autonomous Intelligence Engine

Adaptive Agent Swarm RAG: Autonomous Intelligence Engine Volkan OBAN

18 views - 2 months ago

From Dirty Data to Executive Decision:An Autonomous ETL Agent for BI-Ready Decision Systems

From Dirty Data to Executive Decision:An Autonomous ETL Agent for BI-Ready Decision Systems Volkan OBAN

10 views - 2 months ago

VisioReasonAI: Visual Reasoning Engine — Multi-Modal Discrepancy Localization

VisioReasonAI: Visual Reasoning Engine — Multi-Modal Discrepancy Localization Volkan OBAN

24 views - 2 months ago

RLP-X-TrinityGraph: Agentic, Evidence-Grounded Multimodal Document Intelligence Beyond Classical RAG

RLP-X-TrinityGraph: Agentic, Evidence-Grounded Multimodal Document Intelligence Beyond Classical RAG Volkan OBAN

14 views - 2 months ago

From Visual Perception to Deep Reasoning: A Next-Generation Engine for Scene Intelligence

From Visual Perception to Deep Reasoning: A Next-Generation Engine for Scene Intelligence Volkan OBAN

7 views - 2 months ago

From Single Models to A.I. Teams: Agentic CRM Intelligence with CrewAI

From Single Models to A.I. Teams: Agentic CRM Intelligence with CrewAI Volkan OBAN

18 views - 2 months ago

What If AI Could Retrieve, Reason, Validate, and Code in One Unified Engine?

What If AI Could Retrieve, Reason, Validate, and Code in One Unified Engine? Volkan OBAN

11 views - 2 months ago

Recursive Latent Projection and Cognitive-Adaptive Hybrid Similarity for Document Intelligence

Recursive Latent Projection and Cognitive-Adaptive Hybrid Similarity for Document Intelligence Volkan OBAN

9 views - 2 months ago

From Computer Vision to Cognitive Vision: A Dual-Agent AI System for Intent and Context Reasoning

From Computer Vision to Cognitive Vision: A Dual-Agent AI System for Intent and Context Reasoning Volkan OBAN

12 views - 2 months ago

AgenticML Command Center : From Machine Learning Models to Self-Orchestrating AI Systems

AgenticML Command Center : From Machine Learning Models to Self-Orchestrating AI Systems Volkan OBAN

9 views - 2 months ago

Reality Twin AI and the Emergence of Twin-State Behavioral Intelligence

Reality Twin AI and the Emergence of Twin-State Behavioral Intelligence Volkan OBAN

8 views - 3 months ago

Autonomous Credit Intelligence System (Agentic Credit Scoring Engine)

Autonomous Credit Intelligence System (Agentic Credit Scoring Engine) Volkan OBAN

7 views - 3 months ago

From Traditional Data Science to Autonomous Agentic Data Intelligence

From Traditional Data Science to Autonomous Agentic Data Intelligence Volkan OBAN

12 views - 3 months ago

Agent-Driven Behavioral Customer Intelligence Engine for Deep Consumer Insights

Agent-Driven Behavioral Customer Intelligence Engine for Deep Consumer Insights Volkan OBAN

23 views - 3 months ago

DataX-Ray: Autonomous Data Intelligence System : Have You Ever Wanted to Talk to Your Data?

DataX-Ray: Autonomous Data Intelligence System : Have You Ever Wanted to Talk to Your Data? Volkan OBAN

9 views - 3 months ago

What If Visual Data Could Be Queried, Reasoned, and Verified in Real Time?

What If Visual Data Could Be Queried, Reasoned, and Verified in Real Time? Volkan OBAN

14 views - 3 months ago

What if RAG Could Truly Understand Documents, Verify Its Own Reasoning, ...,Before Answering?

What if RAG Could Truly Understand Documents, Verify Its Own Reasoning, ...,Before Answering? Volkan OBAN

17 views - 3 months ago

The Autonomous Data Engineering I and Analytics Architecture Platform

The Autonomous Data Engineering I and Analytics Architecture Platform Volkan OBAN

19 views - 3 months ago

Beyond Deep Learning: Can Data Be Understood as a Dynamic Information Field?

Beyond Deep Learning: Can Data Be Understood as a Dynamic Information Field? Volkan OBAN

14 views - 3 months ago

Self-Thinking Autonomous Agents for Business Analytics

Self-Thinking Autonomous Agents for Business Analytics Volkan OBAN

18 views - 3 months ago

What if you could command your data to speak,generating dashboards, insights, and decisions?

What if you could command your data to speak,generating dashboards, insights, and decisions? Volkan OBAN

39 views - 4 months ago

Evolver-Driven Self-Evolving AI Architectures: Toward Adaptive Retrieval, Verifiable Reasoning

Evolver-Driven Self-Evolving AI Architectures: Toward Adaptive Retrieval, Verifiable Reasoning Volkan OBAN

12 views - 4 months ago

AI-Supported Accessible Voice Form Assistant

AI-Supported Accessible Voice Form Assistant Volkan OBAN

12 views - 4 months ago

OBANAgentic-RAG:Critique-Centric Hybrid Retrieval with Iterative Query Rewriting and Evidence

OBANAgentic-RAG:Critique-Centric Hybrid Retrieval with Iterative Query Rewriting and Evidence Volkan OBAN

9 views - 4 months ago

Agentic RAG Debate System (Multi-LLM)—Evidence-First Document Intelligence with Calibrated Consensus

Agentic RAG Debate System (Multi-LLM)—Evidence-First Document Intelligence with Calibrated Consensus Volkan OBAN

10 views - 4 months ago

Qwen-MedTriage-FT: Fine-Tuned Qwen Clinical Triage Model for Symptom-Driven Risk Stratification

Qwen-MedTriage-FT: Fine-Tuned Qwen Clinical Triage Model for Symptom-Driven Risk Stratification Volkan OBAN

7 views - 4 months ago

Agentic Dashboard Builder for Business Analytics: Enabling Quick Data Analysis

Agentic Dashboard Builder for Business Analytics: Enabling Quick Data Analysis Volkan OBAN

17 views - 4 months ago

Agentic Generative Business Intelligence:The Emergence of Autonomous Cognitive-Executable Analytics

Agentic Generative Business Intelligence:The Emergence of Autonomous Cognitive-Executable Analytics Volkan OBAN

16 views - 4 months ago

FraudBot - Fraud Intelligence Platform : Intelligent Action Agents

FraudBot - Fraud Intelligence Platform : Intelligent Action Agents Volkan OBAN

15 views - 4 months ago

Fine-Tuning Large Language Models for Domain-Specific E-Commerce Customer Support

Fine-Tuning Large Language Models for Domain-Specific E-Commerce Customer Support Volkan OBAN

8 views - 4 months ago

An Agentic Alternative to Fine-Tuning and Classical RAG for Multi-Document Semantic Reasoning

An Agentic Alternative to Fine-Tuning and Classical RAG for Multi-Document Semantic Reasoning Volkan OBAN

7 views - 5 months ago

AVIS: Agentic Vision Intelligence — Where LLM Reasoning Meets Real-Time YOLO Segmentation

AVIS: Agentic Vision Intelligence — Where LLM Reasoning Meets Real-Time YOLO Segmentation Volkan OBAN

11 views - 5 months ago

Intelligent Visual Concept Detection with Segment Anything Model 3 (SAM 3)

Intelligent Visual Concept Detection with Segment Anything Model 3 (SAM 3) Volkan OBAN

16 views - 5 months ago

Agentic DocuThink AI – Case II: MediConsensus A.I. - Agentic Healthcare Intelligence

Agentic DocuThink AI – Case II: MediConsensus A.I. - Agentic Healthcare Intelligence Volkan OBAN

6 views - 5 months ago

Agentic DocuThink AI (CASE I) — Intelligent CV Analysis for HR Teams

Agentic DocuThink AI (CASE I) — Intelligent CV Analysis for HR Teams Volkan OBAN

14 views - 5 months ago

A.I. Agent Application: Enterprise Agentic FMCG Intelligence Platform

A.I. Agent Application: Enterprise Agentic FMCG Intelligence Platform Volkan OBAN

12 views - 5 months ago

Autonomous Data Science Orchestrator — An Agent-Driven Intelligence Engine for End-to-End ML

Autonomous Data Science Orchestrator — An Agent-Driven Intelligence Engine for End-to-End ML Volkan OBAN

13 views - 5 months ago

PhotoInspector AI: Strict Multi-Agent Image Authenticity Forensics with AI

PhotoInspector AI: Strict Multi-Agent Image Authenticity Forensics with AI Volkan OBAN

10 views - 5 months ago

AI-Powered Signature Detection, Analysis, and Forensic Verification System

AI-Powered Signature Detection, Analysis, and Forensic Verification System Volkan OBAN

39 views - 5 months ago

TRUSTRAG : TRACEABLE • REASONED • UNCERTAINTY-AWARE • SECURE • HYBRID RAG

TRUSTRAG : TRACEABLE • REASONED • UNCERTAINTY-AWARE • SECURE • HYBRID RAG Volkan OBAN

20 views - 5 months ago

Engineering Trust in Generative AI: From Black-Box RAG to Agentic, Audit-Grade Reasoning

Engineering Trust in Generative AI: From Black-Box RAG to Agentic, Audit-Grade Reasoning Volkan OBAN

13 views - 6 months ago

Autonomous Insight Orchestrator: A Next-Generation Generative Business Intelligence Prototype

Autonomous Insight Orchestrator: A Next-Generation Generative Business Intelligence Prototype Volkan OBAN

12 views - 6 months ago

AnonymaTrack Vision AI: A Real-Time Computer Vision Framework for Face and Object Anonymization

AnonymaTrack Vision AI: A Real-Time Computer Vision Framework for Face and Object Anonymization Volkan OBAN

27 views - 6 months ago

DecisionWeaver GenBI Pro:Generative A.I.–Driven Business Intelligence for Next-Level Decision Making

DecisionWeaver GenBI Pro:Generative A.I.–Driven Business Intelligence for Next-Level Decision Making Volkan OBAN

12 views - 6 months ago

ChartPilot — Agent-Oriented Vision-to-Chart Intelligence for Automated Visual Analytics(CHART2CHART)

ChartPilot — Agent-Oriented Vision-to-Chart Intelligence for Automated Visual Analytics(CHART2CHART) Volkan OBAN

22 views - 6 months ago