Hey! It's Paul

I'm a Technical Account Manager at with a specialty in AI & ML and also the founder RuggedX, an AI first company, based in 📍 Atlanta.
I've designed, built, and deployed every system—from idea to production—across for over 10+ real-world financial markets and AI-driven applications. I also make learning content based on AI and ML on Instagram , YouTube & Medium .

🎖 Industry certifications. View Resume

Google Professional Machine Learning Engineer

Google Professional Data Engineer

Google Professional Cloud Architect

AWS Solutions Architect - Associate

Generative AI Leader

All my links

Things I've Published

Blog: Can You Actually Use LLMs in Trading? Mapping AI to the Full Trade Lifecycle

Understand how to apply LLMs in trading — not to predict prices, but to bring reasoning, context, and conviction into deterministic algorithmic systems.

Published: October 2025

Discover what it truly means to use LLMs in trading — not to predict prices

🧠 How to use a logistic classification model to predict arrests on Chicago Crime data using BigQueryML
Published: jan 22nd 2023

🧠 How to use multi-class logistic classification model to predict which district a crime is likely to occur using Chicago Crime data in BigQueryML
Published: jan 23nd 2023

🧠 How to use a logistic classification model to to predict the outstanding debt value for a country given certain factors based on the World Bank International Debt Dataset.
Published: jan 22nd 2023

🧠 How to use a linear regression model to predict the average Total alcohol consumption per capita (SH_ALC_PCAP_LI) using BigQuery ML
Published: jan 22nd 2023

🧠 How to use a linear_regression model to predict taxi fare using Chicago Taxi Dataset in BigQuery ML
Published: jan 22nd 2023

Introduction to Algorithmic Trading. A Beginner's Guide.
Published: Oct 20th 2025

📝 Agentic AI Vs AI Workflows: Understanding the Future of Automation
Published: Jan 26th 2025

📝 Prompt Management 101: Full guide for AI Engineers
Published: Jan 26th 2025

📝 7 things to do after passing the Google Machine Learning Certification Exam
Published: Oct 9th 2022

📝 6 things you need to do if you’ve failed the Google Machine Learning Certification Exam
Published: Oct 9th 2022

📝 Terraform: Creating multiple S3 buckets with a single resource
Published: Jan 10th 2020

📝 Deploying fast, serverless sites with AWS S3 and bitbucket.
Published: Jan 21st 2019

📝 Leveraging AI as a Service for Image Filters with Laravel
Published: Aug 30th 2018

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The Machine Minds: AI For Everyone is a podcast focused on making AI & Machine learning accessible to everyone with topics on the latest industry ML trends, models and algorithms, tutorials, tech advice, and certifications.