Alli Brown

About Alli Brown

I’m a business analyst with 7 years of experience in the financial industry, passionate about turning complex problems into practical, human-centered solutions. I have a genuine love for understanding how things work. Digging into business processes, translating requirements, and guiding teams through implementation to make ideas a reality is what my passion centers around. Currently, I lead AI and machine learning programs across the full model lifecycle, serving as the delivery and execution lead between data scientists, engineers, risk partners, and line‑of‑business stakeholders. I manage multiple models in parallel driving them from ideation and experimentation through validation, stakeholder approval, and production in a highly regulated environment.In parallel, I lead LLM‑based document intelligence initiatives, using fine‑tuning, prompting strategies, and workflow design to extract structured data from documents and present it to users through human‑in‑the‑loop UIs.I love what I do - if you\'re ever interested in connecting, please reach out!

Experience

1. Lead Business Analyst, Ai Ml Model Dev & Ops

   Fifth Third Bank

   Mar 2025 — Present

   Program and delivery lead for multiple machine learning models, owning timeline, dependencies, and cross‑team execution• Partner directly with data scientists to define model scope, success metrics, experiments, and validation artifacts across the model lifecycle• Drive a tollgate‑based ML delivery framework, segmenting work into phases with formal stakeholder review and sign‑off• Coordinate alignment across LOB, Risk, Credit Policy, and Engineering to ensure models are compliant, governable, and production‑ready• Lead LLM‑driven document extraction solutions, leveraging fine‑tuning and prompt engineering to deliver high‑accuracy data extraction• Design and enable human‑in‑the‑loop review experiences that balance automation with auditability and control• Communicate AI delivery status, risks, and outcomes to senior leadership through concise, executive‑ready narratives

Education

• Xavier University

  Bachelor of Business Administration - BBA, Sustainability, Economics and Management

  2015 — 2019