Sandra Muñoz
Barcelona
Summary
Senior Product Manager and AI Lead with deep expertise in product strategy, discovery, and lifecycle management, and strong experience translating business needs into technical solutions, APIs, and AI workflows. Data-driven leader known for aligning stakeholders, accelerating delivery, and driving measurable business impact through intelligent, user-centered products. Proven track record building and scaling LLM and RAG-powered products in B2B environments.
Overview
16
16
years of professional experience
Work History
Senior Product Manager - AI Lead
Spaceflow
06.2022 - Current
- Led end-to-end product strategy and delivery for LLM and RAG-powered products, from discovery to launch.
- Defined and owned the product roadmap aligned with company strategy, OKRs, and revenue goals.
- Translated business needs into technical requirements across LLM pipelines, RAG architectures, and API integrations.
- Partnered with engineering, data science, and design to deliver scalable solutions.
- Led RAG creation, data ingestion, and knowledge base structuring, ensuring accuracy, security, and traceability.
- Owned product, technical, and user documentation, AI features, APIs, and integrations.
- Established success metrics and analytics to track adoption, conversion, revenue, and model performance.
- Drove stakeholder alignment and prioritization across executive and cross-functional teams.
CEO & CPO, co-founder
PropTEX
12.2020 - 04.2022
- Co-founded a Tenant Experience Platform
- Led product strategy development for innovative solutions in competitive markets.
- Collaborated with cross-functional teams to enhance product features and user experience.
- Analyzed market trends to inform product roadmaps and strategic initiatives.
- Managed product lifecycle from conception through launch and ongoing updates.
- Engaged with stakeholders to gather feedback and align on product vision and goals.
- Managed product lifecycle process including requirements gathering, design, development, testing, and deployment.
Real Estate Manager Iberia
WeWork
09.2018 - 12.2019
- Managed property portfolios to align with organizational growth strategies.
- Coordinated lease negotiations to optimize workspace utilization and tenant satisfaction.
- Developed and maintained relationships with landlords and vendors for successful partnerships.
- Analyzed market trends to inform real estate acquisition and development decisions.
- Oversaw site selection processes for new locations to enhance operational efficiency.
- Led cross-functional teams to execute strategic and complex projects effectively.
Head of Transactions, Advisory & Transaction Services Occupier
CBRE
04.2015 - 08.2018
Lead Transaction Manager EMEA, Corporate Solutions
JLL
10.2013 - 03.2015
Consultant
JLL
10.2013 - 03.2015
Project and Transaction Manager
MANGO
01.2010 - 01.2011
Education
MBA -
BES LaSalle Universitat Ramon Llull
Barcelona01.2016
Master in Innovation Management -
BES LaSalle Universitat Ramon Llull
01.2016
Erasmus Exchange Program student -
Sabanci Universitesi Istanbul
01.2009
Erasmus Exchange Program student -
Université Paris Nord
01.2007
Degree in Economics -
Universitat Autònoma De Barcelona
Skills
- Product Strategy & Vision
- RAG Systems & Knowledge Retrieval
- Problem Solving & Strategic Thinking
- API & Platform Integrations
- Product lifecycle management
- Roadmapping & Prioritization
- Data-driven decision making
- Innovation & Growth Strategy
Languages
- Catalan, Native
- Spanish, Native
- English, Professional Working Proficiency
- French, Intermediate
Hobbies and Interests
- Sports: Ski, diving and sailing
- Photography
- Reading
Timeline
Senior Product Manager - AI Lead
Spaceflow
06.2022 - Current
CEO & CPO, co-founder
PropTEX
12.2020 - 04.2022
Real Estate Manager Iberia
WeWork
09.2018 - 12.2019
Head of Transactions, Advisory & Transaction Services Occupier
CBRE
04.2015 - 08.2018
Lead Transaction Manager EMEA, Corporate Solutions
JLL
10.2013 - 03.2015
Consultant
JLL
10.2013 - 03.2015
Project and Transaction Manager
MANGO
01.2010 - 01.2011
MBA -
BES LaSalle Universitat Ramon Llull
Master in Innovation Management -
BES LaSalle Universitat Ramon Llull
Erasmus Exchange Program student -
Sabanci Universitesi Istanbul
Erasmus Exchange Program student -
Université Paris Nord
Degree in Economics -
Universitat Autònoma De Barcelona