Welcome to Code Forward—Where Developers and AI Build Together

Hi, I’m Andrew Duggan—a Machine Learning and AI specialist with more than 25 years of experience building large-scale enterprise applications and practical AI solutions. Over the course of my career, I’ve worked with some of the world’s most influential organizations—Accenture, IBM, Visa, BNY Mellon, and many more—helping them innovate at the intersection of technology, data, and strategy.

What sets me apart is not just the depth of my technical skills—Python, R, TensorFlow, AWS SageMaker, Bedrock, Generative AI frameworks, MLOps, and computer vision—but the way I’ve applied them to solve real, high-stakes business problems. From designing custom deep learning models that predicted retail traffic with three times more accuracy than industry benchmarks, to deploying scalable RAG pipelines on AWS, to transforming enterprise platforms for financial services and real estate, I’ve consistently delivered solutions that drive measurable impact.

But beyond the technology, I’ve always been passionate about teaching, mentoring, and making complex ideas approachable. Whether it was leading global technology strategy at BNY Mellon, scaling digital transformation for global companies, or building automated AI-driven platforms, my mission has always been to simplify complexity and empower others to create with confidence.

That’s exactly why I created this newsletter.


Why Read This Newsletter?

The world of software development is evolving faster than ever, and AI is at the center of that change. This newsletter is for anyone—developers, entrepreneurs, students, or tech leaders—who wants to:

  • Stay ahead of the curve in AI-powered coding and development.

  • Learn how tools like Copilot, ChatGPT, and Tabnine can transform your workflow.

  • Discover real-world case studies, tutorials, and insights from someone who’s been in the trenches of enterprise AI and machine learning.

  • Separate hype from reality when it comes to the future of programming.

With decades of hands-on experience at the highest levels of industry and a deep passion for mentoring the next wave of developers, I bring a perspective that’s both practical and forward-looking.

AI isn’t here to replace us—it’s here to empower us. My goal is to help you harness these tools so you can code smarter, faster, and more creatively—no matter where you are in your journey.

Thank you for your support!
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Subscribe to Code Forward by Andrew Duggan

A weekly newsletter delivering tools, strategies, and insights on how AI is transforming modern software development.

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Tech builder & AI enthusiast. Helping developers harness AI to code smarter, faster, and more creatively