About Me

Greetings and welcome to my site! I currently work within Cargill as an Advisor-AI Innovation.

I created this website to showcase some essential tools and techniques vital for a data scientist in today's competitive job market. I have not compiled an exhaustive repository of all examples and tools, but instead tried to include an overview of some of the most important.

My goal is to provide substantial assistance and introduce you to relevant tools and techniques which you may not have yet encountered. If you find the content useful, or have different perspectives, I encourage you to please reach out and share your experiences. I'm eager to engage in discussions and learn from your insights. Let's collaborate and grow together!

What I'm Doing

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    Roadmap and Strategy Development

    Design AI/ML strategy and roadmap alignment, translating complex capabilities into business-focused initiatives that deliver measurable operational impact.

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    Leading Data Science Teams

    Leading and developing high-performing teams of data scientists, analysts, data engineers, and full-stack developers in delivering valuable AI applications and other data-driven tools.

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    Designing Easily Digestible Deliverables

    Translating complex AI model outputs into intuitive dashboards, user-friendly applications, and easy-to-digest presentations which fit into existing workflows to empower business partners.

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    Constructing Scalable Solutions

    Designing, constructing, and deploying computationally scalable and reusable solutions across diverse markets and use-cases.

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    Developing LLMOps/MLOps Frameworks

    Building, maintaining, and enforcing LLLMOps/MLOps best practices and tools. Ensuring timely, reliable, and accurate project deliveries.

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    Platform Development

    Develop scalable, reusable AI/ML platforms that accelerate product creation and amplify enterprise ROI.

Tools

Discover a curated collection of essential tools that I've found invaluable in my journey. This list is not exhaustive, and I will update it regularly. If you find anything you have personally found critical missing from this list please let me know.


These are grouped by type. Each link leads to a helpful page.


Techniques

Explore essential skills critical for driving value within modern companies. This list is not exhaustive, and I will update it regularly. If you find anything you have personally found critical missing from this list please let me know.


Each item is accompanied by a link to an article offering a brief overview of the topic.


Articles

Data Science Articles

Predicting Metabolic Pathways using Agentic AI: A Graph-Based Reinforcement Learning Approach

Optimizing Machine Learning Solutions using Genetic Algorithms — A Case Study using Pytorch

Correctional RAGs- Simple Tips and Tricks for Better Retrieval

Physics Articles

Electronic structure of cyclodextrin–carbon nanotube composite films

Epitaxial growth of cobalt oxide phases on Ru(0001) for spintronic device applications

Multiple Fourier Component Analysis of X-ray Second Harmonic Generation in Diamonds