Shani Fagan
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Shani Fagan

I’m an AI/ML Product Leader with a passion for building intelligent, user-focused solutions that drive real business impact. With 9+ years of experience, I’ve helped startups and global enterprises turn cutting-edge AI into practical products that delight users and deliver measurable value.

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Trusted by Leading Organizations

About me

Diverse Industry Experience

I’ve led AI/ML product initiatives across a wide range of industries, from healthcare and finance to enterprise SaaS and e-commerce. Whether it’s building from scratch or scaling an existing solution, I thrive at the intersection of strategy, data, and execution.

At heart, I’m a builder and problem solver—one who translates complex technical challenges into actionable solutions that work for users and stakeholders alike.

From vision to execution — delivering AI products that make an impact.

Users impacted
0 K+
Successful proof-of-concepts
0 +
Products Launched
0 +

Skills

Strategic execution meets deep AI/ML expertise—driving products that users love and businesses value.

AI/ML Product Strategy

  • End-to-End Product Development (0 → 1)
  • AI Use Case Discovery & Prioritization
  • Cross-Functional Collaboration

Data & Modeling

  • Applied Machine Learning
  • Data-Driven Decision Making
  • Model Deployment Strategy
  • Experimentation & Evaluation

Execution & Delivery

  • Agile Product Management
  • Stakeholder Alignment
  • Roadmap Planning
  • Rapid Prototyping

Portfolios

Multi-Agent GPT Store

Employees across departments struggled with fragmented knowledge scattered across Confluence

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AI Accelerator Homepage

I led the design and launch of an internal AI Accelerator Homepage, built to centralize AI efforts

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PX Insights Dashboard

To ensure our AI and product investments directly reflect advisor needs, I led the creation of the PX Insights

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LPL Product Recommendation Engine

To improve product uptake across our advisor and institutional base, I led the development

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Document Extraction Tool

To streamline onboarding for transitioning advisors and reduce manual effort

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AI Financial Model Recommender

To address inefficiencies in investment model discovery, I led the development of the AI Financial

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I don’t just build AI products—I build intelligent solutions that people trust, love, and rely on.

— Shani

  • Testimonials & Awards

We want to recognize you and your team for your incredible partnership helping push forward making the best use of our feedback here at LPL. Not only does this work help push the velocity and effectiveness of our team forward, but it will also enable a better experience for advisors since we will be able to apply their feedback more broadly and expeditiously. Thank you for your partnership!

One Team One Mission

CEO, Tech Innovators

Incredibly grateful for our ongoing partnership and our shared vision for the potential for the Al driven PX.
Insights. It has been a long journey, but there is no one else I would have wanted to be on it with! Very excited to see what else is to come and the potential for us to continue to drive this work forward. Thank you!!!

Stop and Consider The Big Picture

CEO, Tech Innovators

Thank you for all of your hard work and dedication developing our chatbot! It was insightful to learn about how LPL is leveraging Al within the home office. We are looking forward to seeing the future of Al at LPL in the next few years and how Tech DD can leverage it to support our team.

One Team One Mission

CEO, Tech Innovators

Thank you for always going above and beyond as we work on the Fact Finder project!

Value progress over perfection

CEO, Tech Innovators

Thanks for working hard on FactFinder and helping bring the Labs stakeholders along with us!

Everyday Recognition

CEO, Tech Innovators

Get in touch

Whether you’re looking for a freelance AI/ML product leader, need help with a specific project, or just want to connect—I’d love to hear from you.

©2026 – All Rights Reserved by Shani Fagan