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Mudassir Marwat profile picture

Mudassir Marwat

Founder & CEO at Cognilium AI. Shipped 50+ enterprise AI projects, 4 production AI products. Focus: GraphRAG, multi-agent systems, voice AI. http://cognilium.ai/tech-news

Location United States Joined Joined on  Personal website https://cognilium.ai/ github website twitter website

Education

BS Computer Science

Work

Founder & CEO at Cognilium AI

GraphRAG vs Flat-Vector RAG: Why 2026 Is the Year Graph Retrieval Graduates to Default

GraphRAG vs Flat-Vector RAG: Why 2026 Is the Year Graph Retrieval Graduates to Default

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4 min read
Anthropic just shipped two new Claude models. The interesting one isn’t generally available.

Anthropic just shipped two new Claude models. The interesting one isn’t generally available.

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6 min read
AI-Enabled Capacity Planning in HR: Architecture Patterns That Scale

AI-Enabled Capacity Planning in HR: Architecture Patterns That Scale

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4 min read
How LLMs Really Think: The Guess Refine Framework

How LLMs Really Think: The Guess Refine Framework

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3 min read
Building the Ultimate HR AI Playbook

Building the Ultimate HR AI Playbook

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4 min read
Designing AI Interviews for Candidate Comfort

Designing AI Interviews for Candidate Comfort

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4 min read
Time ROI of AI Hiring: The 105-Hour Breakthrough Nobody's Talking About

Time ROI of AI Hiring: The 105-Hour Breakthrough Nobody's Talking About

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5 min read
Economics of AI in Candidate Screening

Economics of AI in Candidate Screening

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2 min read
Measuring ROI in AI-Driven Hiring

Measuring ROI in AI-Driven Hiring

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7 min read
24-Hour AI Voice Hiring Pipeline: When AI Becomes Your Best First-Round Interviewer

24-Hour AI Voice Hiring Pipeline: When AI Becomes Your Best First-Round Interviewer

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6 min read
Building Adaptive AI Voice Systems

Building Adaptive AI Voice Systems

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1 min read
Designing a Voice AI Recruiter

Designing a Voice AI Recruiter

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2 min read
Time Efficiency in AI Hiring

Time Efficiency in AI Hiring

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2 min read
Removing Bottlenecks with AI

Removing Bottlenecks with AI

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3 min read
Orchestrating AI for High-Volume Recruitment

Orchestrating AI for High-Volume Recruitment

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2 min read
From Hours to Minutes

From Hours to Minutes

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2 min read
Designing Transparent AI in HR: Why Evidence-Driven Systems Win

Designing Transparent AI in HR: Why Evidence-Driven Systems Win

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2 min read
Compliance-First AI in Recruitment

Compliance-First AI in Recruitment

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3 min read
Data Provenance in AI Hiring Reports

Data Provenance in AI Hiring Reports

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2 min read
Engineering Proof-Backed Hiring Reports

Engineering Proof-Backed Hiring Reports

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2 min read
AI in Recruiting: Addressing Adoption & Trust Objections

AI in Recruiting: Addressing Adoption & Trust Objections

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3 min read
AI + HR |Editor’s Picks|

AI + HR |Editor’s Picks|

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3 min read
Measuring ROI of AI Voice Screening: Metrics That Matter

Measuring ROI of AI Voice Screening: Metrics That Matter

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3 min read
Multi-Agent Orchestration for HR Tech: Patterns & Pitfalls

Multi-Agent Orchestration for HR Tech: Patterns & Pitfalls

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2 min read
Building an Agentic AI Interviewer: Orchestration, Latency, Results

Building an Agentic AI Interviewer: Orchestration, Latency, Results

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3 min read
Cognilium AI Achieves Top 5 Ranking Among 2 Million Startups on F6S

Cognilium AI Achieves Top 5 Ranking Among 2 Million Startups on F6S

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1 min read
Mastering Query Answering with RAG: Overcoming Key Challenges in Large-Scale Meeting Data

Mastering Query Answering with RAG: Overcoming Key Challenges in Large-Scale Meeting Data

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5 min read
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