Milan Mcgraw

Head Of Generative AI & Machine Learning, Startups Enterprise

Chicago, Illinois, United States
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Summary

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Senior
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Top School
Milan Mcgraw is a seasoned AI/ML leader with 12 years of experience building revenue-focused generative AI and traditional machine learning solutions across startups and enterprise clients, currently heading Generative AI & ML for Startups and Enterprise at AWS. He combines product-facing monetization expertise with deep technical chops—SageMaker, Amazon Bedrock, MLOps and responsible AI—while advising clients on data monetization and go-to-market strategy through EX3 Labs. A former Marine Corps logistician turned technologist, he brings operational rigor and real-world decision science to large-scale model deployments and streaming ML pipelines. Milan also shapes the next generation of practitioners as an adjunct professor and senior instructor, having built ML curricula and taught advanced topics from prompt engineering to production LLMs. He has repeatedly led cross-functional teams to prototype revenue-generating AI systems and has hands-on experience integrating streaming frameworks like Kafka and Flink into clinical and financial ML products.
code12 years of coding experience
job19 years of employment as a software developer
bookAI Programming with Python Nanodegree Artificial Intelligence, AI Programming with Python Nanodegree Artificial Intelligence at Udacity
bookMaster of Science - (MS) Analytics Statistical/Machine Learning Data Science, Master of Science - (MS) Analytics Statistical/Machine Learning Data Science at University of Chicago
bookMLOps and Systems Build deploy monitor ML models operating in production and cloud-based environments., MLOps and Systems Build deploy monitor ML models operating in production and cloud-based environments. at FourthBrain
bookMaster of Business Administration (MBA) Completed Management and Finance, Master of Business Administration (MBA) Completed Management and Finance at Morris Graduate School of Managment
bookChicago Booth Execution Education: Executive Program in Strategic Sales Management, Chicago Booth Execution Education: Executive Program in Strategic Sales Management at The University of Chicago Booth School of Business
bookMaster of Science - MS Artificial Intelligence - Deep Learning, Master of Science - MS Artificial Intelligence - Deep Learning at Northwestern University
bookGlobal Business Case Study July 2013 International Relations and Affairs, Global Business Case Study July 2013 International Relations and Affairs at Regents University, London England
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Github Skills (11)

tetris8
html6
css6
automation6
python6
pypy4
game-development3
nano2
game-engine2
machine-learning1
artificial-intelligence1

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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Contributions:7 commits, 6 pushes in 7 years 2 months
Contributions:28 commits, 20 pushes, 2 branches in 1 month
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Milan Mcgraw - Head Of Generative AI & Machine Learning, Startups Enterprise