Senior Product Manager · AI & Technology Portfolio

Shipping AI Across
Global Prestige
Brands.

Johana Luna Portrait

Product leader for Unilever Prestige's seven-brand technology portfolio, taking initiatives from strategy to rollout. Grounded in ERP, data engineering, and machine learning.

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$4.5MSaved
Black and white portrait of Johana Luna

Professional Experience

Jul 2026 — PresentUnilever Prestige

Sr. Product Manager, Technology Portfolio Ops & AI Enablement

Lead product strategy and AI initiatives across a $2B+, seven-brand prestige portfolio, taking work like AI-ready product data for Google's AI shopping surfaces from concept to rollout. Own the portfolio's annual technology plan, budget, and governance, and serve as its voice to Unilever's global technology leadership.

Mar 2022 — Jul 2026

Sr. Business Systems Analyst & TPM

Led global API integrations (PLM/Compliance); engineered Power BI validation dashboards reducing system defects by 45%. Reduced vendor management costs by 42% for SaaS portfolios.

Hourglass✦
Paula's Choice✦
Tatcha✦
Murad✦
Living Proof✦
K18✦
Dermalogica✦
Hourglass✦
Paula's Choice✦
Tatcha✦
Murad✦
Living Proof✦
K18✦
Dermalogica✦
Hourglass✦
Paula's Choice✦
Tatcha✦
Murad✦
Living Proof✦
K18✦
Dermalogica✦
Hourglass✦
Paula's Choice✦
Tatcha✦
Murad✦
Living Proof✦
K18✦
Dermalogica✦
Oct 2020 — Mar 2022Shutterfly, LLC

Senior Data Analyst

Orchestrated migration of 3TB+ historical intelligence to Microsoft Fabric. Captured $4.5M in annual savings through Random Forest predictive shipping models and carrier negotiations.

Nov 2014 — Jan 2016Claro

Regulatory Audit & Automation Lead

Directed engineers to govern 650M+ monthly records within Oracle environments. Reduced audit reporting cycles by 40% via automated SQL-query framework.

Education

2009 — 2014Universidad Industrial de Santander, Colombia

B.S. Systems Engineering

Core Foundation: Advanced studies in Enterprise Architecture, Database Management (Oracle/SQL), and Algorithmic Logic.

2019 — 2020Lambda School

Data Science & Machine Learning Fellowship

Strategic Capabilities

AI Product & Portfolio Leadership

AI Strategy & Portfolio

  • AI Product Strategy: Selecting, prioritizing, and rolling out AI initiatives across brands with different platforms and priorities.
  • Applied AI: Agents for product data enrichment and UAT automation; predictive models behind $4.5M in logistics savings.
  • Portfolio Leadership: Roadmap, budget, and governance across a seven-brand technology portfolio.

AI strategy across a $2B+ brand portfolio

Enterprise Systems & Strategy

Systems & Implementation

  • ERP Lifecycle (NetSuite): Strategy and global field mapping.
  • API Architecture: Managing complex PLM and Global Compliance integrations.
  • UAT & BRD Governance: Leading technical requirement documentation and user acceptance.

Reduced system-wide defects by 45%

Data Engineering & Analytics

Data Logic & Intelligence

  • SQL (BigQuery / Oracle): Governing 650M+ monthly records.
  • Python (Scikit-learn): Engineering predictive models for logistics optimization.
  • Power BI (Advanced DAX): Developing automated QA and validation dashboards.

Captured $4.5M in annualized bottom-line savings

Infrastructure & Migration

Scalability & Governance

  • Microsoft Fabric / Azure: Orchestrating 3TB+ historical intelligence migrations.
  • ETL/ELT Pipelines: Architecting data flow for global prestige portfolios.
  • Data Integrity Auditing: Mitigating technical risk across disparate systems.

Ensured 100% data integrity during cloud-scale transitions

Strategic Case Studies

Applied AI6 Brands AI-Ready

AI-Ready Product Data for Conversational Commerce

Designed an AI agent that extracts conversational product attributes from brand storefronts and structures them for Google Merchant Center, readying six brands for AI Mode and Gemini shopping. A single brand's run produced 586 shopper Q&A pairs, 330 related-product links, and variant data for 42 of its 64 products. Paired with a first-party data layer and tagging overhaul that strengthens the conversion signals behind each brand's media and measurement.

AI Agents / Merchant Center / Tagging & Signals
Portfolio Strategy42% Costs Saved

SaaS Portfolio Consolidation

Reduced vendor management costs by 42% through technical audits and aggressive contract consolidation for multi-million dollar SaaS portfolios at Unilever.

NetSuite / API Mapping / Power BI
Logistics AI$4.5M Saved

Predictive Carrier Negotiation

Captured multi-million dollar annual savings via Random Forest predictive modeling and carrier rate deep-dive analytics.

Python / Random Forest / Fabric