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Radu PirvuRP

Radu Pirvu

Product Manager

€450/day
Seville, ES
8-15 years

Average response time: 1 hour

About Radu

I build products close to the user, grounded in data, and obsessed with outcomes over features. Senior Product Manager with 10+ years in tech, specialising in GenAI products and Customer Data Platforms — with hands-on delivery experience across multi-LLM architectures, RAG agent design, and MarTech at scale.

GenAI Product Ownership:
I owned the full product lifecycle of Deloitte's internal GenAI assistant — from roadmap to production — across a multi-LLM platform (Azure OpenAI + GCP), including RAG agent architecture, a governed Prompt Library, agentic workflow tools, and a Responsible AI framework with zero regulatory escalations.

MarTech & CDP Expertise:
I scaled a Customer Data Platform to 50M+ daily events at Estée Lauder, designing ETL pipelines, deploying AI-driven personalisation, and driving a 20% revenue uplift through automated segmentation and CRM activation via Braze.

Technical Fluency:
I speak the language of engineers — defining API specs, microservices requirements, NFRs for latency and throughput, and data pipeline architecture — while keeping stakeholder alignment tight.

Compliance & Governance:
From GDPR-compliant CDP data flows to per-session client data classification in a live GenAI platform, I build governance in from day one.

Key Deliverables:
- Scaled the CDP to ingest 50M+ daily data events
- Scaled the CNS platform to process 10M+ daily notifications while maintaining 99.99% uptime during Black Friday.
- Drove the GTM strategy for VPN app to hit $1M ARR.

Product Strategy: 0-to-1 Development, A/B Testing, Product Discovery, Roadmap, DOD/DOR.
AI & Data: Prompt Engineering, RAG, GenAI & LLMs, Azure OpenAI, Data Lakes (Azure/Databricks), APIs, Apache Kafka, Google AI Studio, NotebookLM, Talend, RabbitMQ.
MarTech & Analytics: CDP, Braze, OneTrust, Power BI, SQL, Google Analytics (GA4).
Product Ops/Design: Figma, Jira, Confluence, Miro, Visio, Azure DevOps, ServiceNow, Antigravity.
  • Romanian

    Native or bilingual

  • English

    Fluent

  • Spanish

    Conversational

  • French

    Basic

Can work on-site
Seville (up to 50km), Málaga (up to 50km), Madrid (up to 10km), Barcelona (up to 50km)

Experience

  • Deloitte
    Product Manager (GenAI)
    DIGITAL AND IT
    January 2026 - Today (5 months)
    Seville, Spain
    Owned the end-to-end product vision and roadmap for Deloitte's internal GenAI assistant, running on a multi-LLM platform across Azure OpenAI and GCP — with model routing based on use case complexity and data residency requirements.

    Platform & Architecture
    Defined and delivered a domain-specific RAG agent architecture — purpose-built agents across regulatory compliance, document generation, and ESG frameworks, each backed by a dedicated departmental knowledge base including the firm's global institutional knowledge.

    Practitioner Enablement
    Built and governed a Prompt Library of 15+ categorized, versioned prompt templates — standardizing interactions, reducing time-to-first-useful-output, and enabling consistent quality across use cases. Led delivery of a dedicated agentic workflow tool for presentation drafting, bid/RFP response, and training material generation, with template libraries and visual OCR capabilities.

    Governance & Compliance
    Implemented a Responsible AI framework — compliance consent, per-session client data classification controls, and data purpose-limitation enforcement — achieving zero regulatory escalations in production.

    Operations & Metrics
    Tracked real-time token consumption across GCP and Azure; partnered with Finance on capacity forecasting and budget planning. Monitored DAU/MAU adoption metrics and per-prompt satisfaction ratings, translating data signals into sprint priorities that improved productivity outcomes for tens of thousands of practitioners.
    artificial intelligence AI and Advanced Analytics LLM RAG Prompt engineering
  • Rise project
    Civic Producthon | Rise Project (NGO)
    CIVIC AND SOCIAL ORGANIZATIONS
    November 2025 - November 2025
    Bucharest, Romania
    Engineered a RAG-based fact-checking solution using Google NotebookLM and prompt engineering to automate source verification.
    North Star: 70% processing time reduction, shifting focus toward high-value investigations.
    Award: "Most Grounded In Constraints".
    RAG NotebookLM ngo
  • Estée Lauder Companies
    Senior Lead, Product Manager
    DIGITAL AND IT
    June 2022 - Today (4 years)
    Bucharest, Romania
    Owned the end-to-end lifecycle of the Enterprise CDP, building a unified single customer view (SCV) to enable personalized marketing at scale.

    Data Infrastructure
    Defined ingestion strategies (streaming/batch), designing ETL pipelines to unify data sources for immediate activation via Braze (CRM). Implemented data quality alerts to minimize errors and ensure reliable data for downstream analytics.

    Governance & Compliance
    Collaborated with Privacy to establish data quality standards and governance, ensuring full security and strict GDPR compliance.

    Cross-functional Delivery
    Partnered with Data Science/CRM teams to deploy propensity models, automating segmentation and predictive targeting for high-value use cases. Managed the Product Backlog and Agile processes, ensuring accurate campaign measurement and clean data flows to Power BI. Promoted data literacy through training, playbooks, and knowledge-sharing documentation.

    Commercial Impact
    Scaled the platform to ingest 50M+ daily data events
    Drove a 20% revenue uplift by automating AI-driven personalization across email send-time, content, and cadence
    Big Data braze Email marketing Databricks ETL

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Education

  • Digital Product Management Micromaster
    Boston University/edX
    2021
    Digital Product Management Micromaster
  • Master's Degree in Business Administration
    Academy of Economic Studies
    2010
    Master's Degree in Business Administration

Skill set

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