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Product Manager | Data, Automation & AI Platforms

I lead data-driven platforms that modernize workflows, improve decision quality, and unlock operational scale across e-commerce, fintech, banking, and healthcare.

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Over 10+ years, I’ve delivered measurable enterprise impact — $3.1M in catalog accuracy savings, $3.7M in operational cost reduction, 6.7 FTE capacity unlocked through automation, and 25% faster deployments via CI/CD and workflow optimization.

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I operate at the intersection of product strategy, systems thinking, and disciplined execution — partnering closely with engineering, risk, compliance, and business leaders to build scalable, compliance-ready platforms.

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Previously at: Amazon · Capital One · Sysco · UPMC

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Experience

Professional Timeline

Senior Product Manager

Capital One

Strategic Banking Innovation
Enhanced Bank CDM credit and mortgage platform workflows, improving data accuracy by 6% and reducing release cycles by 25% through CI/CD optimization and SQL-driven analytics.

Associate Product Manager

UPMC

Healthcare Compliance & Modernization
Delivered HIPAA-aligned claims modernization, preventing $45K in audit penalties and achieving 14% faster sprints with automated testing and Agile delivery.

Senior Product / Business Analyst

Sysco Corporation

Automation & Operational Excellence

Led AI-powered inventory analytics roadmaps, improving adoption by 12% and uncovering $2.7M in savings through predictive modeling; automated resolution workflows using SQL, Python, and Tableau. 

Product Manager / Business Analyst 

Amazon

Catalog Intelligence & Efficiency

Owned and led the Catalog PCR roadmap, $3.1M and improving accuracy by 6.2% (620 BPS); redesigned ETL workflows and automated 25K ticket resolutions, saving 6.7 FTE and improving TP90 by 2 days. 

Senior Product Analyst

Amazon

Global Process Optimization
Automated vendor outreach and inventory workflows, recovering $288K in stranded stock and reducing turnaround time by 69%.

Product Analyst – Catalog Operations

Amazon

Operational Foundations
Redesigned catalog resolution processes, saving $340K annually and maintaining product accuracy through rule-based automation tools.

Technical Analyst

Acenet Technologies

Infrastructure Reliability
Improved LAN performance for 250+ daily users, resolving bottlenecks and enhancing system uptime across business units.

Case Studies & Product Initiatives

Selected product initiatives demonstrating problem-solving, execution, and measurable business impact

Amazon — Catalog PCR & Ticket Automation Platform

Improving catalog accuracy and operational efficiency at global scale

Capital One — Bank CDM Platform Modernization

Enhancing data accuracy and accelerating delivery for credit & mortgage workflows

Sysco — AI Inventory Analytics Platform

Driving adoption and cost efficiency through predictive analytics

Impact

  • $3.1M cost savings

  • +6.2% accuracy (620 BPS)

  • 25K tickets automated

  • 6.7 FTE capacity unlocked

  • TP90 improved by 2 days

Impact

  • +6% data accuracy

  • –25% release cycle time

  • CI/CD-driven delivery improvements

Impact​

  • +12% analytics adoption

  • $2.7M savings identified

  • Improved forecasting & decision-making

UPMC — Claims Compliance Modernization

Reducing regulatory risk through HIPAA-aligned modernization

Amazon — Catalog Quality Engineering Platform

Driving proactive catalog accuracy and defect prevention at global scale

UPMC — Regulatory Claims Platform Transformation

Modernizing claims workflows with embedded HIPAA and CMS compliance controls

Impact

  • $45K audit risk avoided

  • 14% faster sprint velocity

  • Improved compliance & reporting accuracy

Impact

  • +6.2% catalog accuracy uplift (620 BPS)

  • $3.1M cost savings

  • 48-day reduction in resolution timelines

  • Improved compliance and customer experience

Impact

  • $45K regulatory audit risk mitigated

  • 14% faster sprint velocity

  • Improved audit readiness and reporting accuracy

  • Sustained Agile delivery in a regulated environment

Product Philosophy & Leadership

I build scalable, data-driven platforms that translate complex business problems into measurable outcomes.

My work operates at the intersection of product strategy, systems design, and disciplined execution.​

Customer-Back Strategy

I start with the outcome and work backward:

  • What customer problem are we solving?

  • What metric defines success?

  • What trade-offs matter?

Every roadmap ties directly to business impact — cost efficiency, revenue protection, operational scale, or risk mitigation.

Platform & Systems Thinking

I design products as systems, not features.

That means:

  • Solving root causes, not symptoms

  • Standardizing metrics and data definitions

  • Building reusable components that scale globally

  • Reducing long-term operational and technical debt

I embed instrumentation, experimentation, and analytics into the product lifecycle to ensure decisions are evidence-based.

High-Bar Execution

Strong strategy is only valuable if delivered.

I partner closely with engineering, data, risk, and business leaders to:

  • Drive clarity through structured PRDs

  • Prioritize ruthlessly against measurable value

  • Deliver iteratively with defined success metrics

  • Optimize continuously post-launch

I operate comfortably in regulated, high-accountability environments where speed and compliance must coexist.

Leadership Principles

  • Think long-term, build for scale

  • Measure impact, not output

  • Design with constraints in mind

  • Earn trust through clarity and delivery

  • Raise the bar on data quality and execution rigor

Education

Academic Achievements

MSC in Information Science
MBA in Information Technology
PGPM - Datascience and Engineering
Bachelor's in Computer Science

Address

United States

Phone

216-744-4856

Email

Connect

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