Matthew Rottman
Northbrook, Illinois, United States
3K followers
500+ connections
About
For business leaders at every level, the real challenge isn't just collecting data — it's…
Articles by Matthew
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AI Risks that must be fully addressed
AI Risks that must be fully addressed
AI Poses a new set of Risks that must be fully addressed Executive Summary Traditional risk management frameworks are…
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AI Engineer -AI Agentic Patterns to Master
AI Engineer -AI Agentic Patterns to Master
5 Essential Agentic AI Patterns Every Enterprise Should Master in 2025 As organizations accelerate their AI adoption…
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Does Your Small Business Need a CAIO?
Does Your Small Business Need a CAIO?
From Cool Demos to Real ROI: Visualizing the Need for an AI Leader We've all seen it. Your team starts using AI for…
1 Comment -
CFO's Guide to Financial Automation: n8n vs Make.com for Month-End Close
CFO's Guide to Financial Automation: n8n vs Make.com for Month-End Close
🚀 The CFO's Guide to Financial Automation: n8n vs Make.com for Month-End Close 80% faster processing.
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Is Your AI Strategy Built on a Flawed Metric?
Is Your AI Strategy Built on a Flawed Metric?
The ROI Trap: Why Your AI Strategy Needs New Metrics Here’s an uncomfortable truth many leaders are learning in…
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A Practical Guide to RAG Systems
A Practical Guide to RAG Systems
RAG Architecture Primer for Small Businesses Making AI Work for Your Business: A Practical Guide to RAG Systems What is…
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Architect's Checklist for Reversing Tech Debt the Smart Way
Architect's Checklist for Reversing Tech Debt the Smart Way
🔍 Phase 1: Realistic Assessment of "As-Is" Architectural State Architectural Delivery Assessment Documentation State…
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Is You AI Platform on stabile Underpinnings?
Is You AI Platform on stabile Underpinnings?
Single Point Solutions are Single Point Strategic Failures AI Projects and Adoption need to use open, modular…
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5 Steps Keys to Secure & Successful AI Rollouts with CISO approval
5 Steps Keys to Secure & Successful AI Rollouts with CISO approval
Why is the CISO (Chief Information Security Officer) blocking AI and LLM usage at your firm? But here's what most…
Activity
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Testing AI Isn’t Like Testing Regular Software Here’s the catch most teams miss: AI isn’t deterministic—it doesn’t behave the same way every…
Testing AI Isn’t Like Testing Regular Software Here’s the catch most teams miss: AI isn’t deterministic—it doesn’t behave the same way every…
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Your AI models are lying. Bad data is the silent killer of smart systems. I learned it the hard way at NCR. Working with our CTO, my team rolled…
Your AI models are lying. Bad data is the silent killer of smart systems. I learned it the hard way at NCR. Working with our CTO, my team rolled…
Liked by Matthew Rottman
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Most leaders say they want growth. But they often overlook the 3 simple levers right in front of them. 1) Sell more to current customers…
Most leaders say they want growth. But they often overlook the 3 simple levers right in front of them. 1) Sell more to current customers…
Shared by Matthew Rottman
Experience
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Education
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Activities and Societies: Data Mining using WEKA open source tools
Usage of Algorithems and concepts in proper Data Mining
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Activities and Societies: C.A.M.P.U.S. - Vice President and Secretary. Editor of C.A.M.P.U.S. newsletter Redwood Review
Studied Biology, Marine Science, Clinical Psychology and Social Psychology
Licenses & Certifications
Volunteer Experience
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Project Leader
Habitat for Humanity International
- 1 year 6 months
Poverty Alleviation
Fulfilling and a Great way to make a difference in people's lives.
Courses
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Beyond RAG
Elastic Search
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Data Mining for Business People
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Finance
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International Project Management
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Legal Environment of Business
LAW529
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MARKETING MANAGEMENT
MKT 551
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Management of R&D and Innovation Processes
TMGT 540
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Web and Interactive media
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Languages
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French
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Organizations
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TDWI
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- Present
Recommendations received
4 people have recommended Matthew
Join now to viewMore activity by Matthew
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Ready to get programming and trying your coding in python and start working on AI Agents? Agentic AI Is Moving Fast Every week there’s a new…
Ready to get programming and trying your coding in python and start working on AI Agents? Agentic AI Is Moving Fast Every week there’s a new…
Posted by Matthew Rottman
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What Happens When You Skip Data Governance? (It’s not pretty—and your team already knows it.) You’ve poured money into systems, dashboards, and AI…
What Happens When You Skip Data Governance? (It’s not pretty—and your team already knows it.) You’ve poured money into systems, dashboards, and AI…
Shared by Matthew Rottman
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Silence often speaks the loudest. But only if you’re paying attention. I learnt that the hard way. Early in my career, I’d walk into meetings armed…
Silence often speaks the loudest. But only if you’re paying attention. I learnt that the hard way. Early in my career, I’d walk into meetings armed…
Liked by Matthew Rottman
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So you’ve learned Prompt Engineering… What’s next? Writing better prompts is just the first step in your AI journey. The next leap? Workflow…
So you’ve learned Prompt Engineering… What’s next? Writing better prompts is just the first step in your AI journey. The next leap? Workflow…
Shared by Matthew Rottman
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Makes complete sense that each Enterprise needs their own Data and LLM.
Makes complete sense that each Enterprise needs their own Data and LLM.
Shared by Matthew Rottman
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Nice list of suggestions on how to get your AI program on track. And, this list of Blockers helps you see that you are not alone in some of the…
Nice list of suggestions on how to get your AI program on track. And, this list of Blockers helps you see that you are not alone in some of the…
Shared by Matthew Rottman
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⚡ Big Isn’t Always Better in AI Right now, most companies default to Large Language Models (LLMs) for every task. But here’s the catch: You…
⚡ Big Isn’t Always Better in AI Right now, most companies default to Large Language Models (LLMs) for every task. But here’s the catch: You…
Shared by Matthew Rottman
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