Bridging Business Leadership & Deep Academic Research

Senior Product Leader and PhD Researcher
Business Management
Tech Innovation
Responsible AI
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Deep Academic Research

PhD Research path at Universidad Politécnica de Madrid (UPM) focused on Human-Centered AI Adoption, Responsible AI governance, algorithmic trust, and decision-intelligence frameworks.

Enterprise Product Leadership
(Symanto)

Leading end-to-end strategy for enterprise AI engines like ContextCore and AI Zwei BI platforms, turning complex operational needs into ethical analytics solutions.

Tech Advancement Progression

A continuous growth journey from core market foundations to cutting-edge AI research

2000 — 2011

Core PM & Telecom Infrastructure

Mastering market positioning, digital navigation requirements, and multi-brand channel distribution.

2012 — 2016

Healthcare & Data Analytics

Formalizing structured MBA management and launching regulated medical product portfolios.

2017 — 2021

EdTech & Digital Platforms

Leading preparation platforms, virtual event engines, and international academic partner networks.

Present (2021+)

Enterprise AI & PhD Path

Spearheading contextual AI engines and doctoral research in Human-Centered AI Adoption at UPM.

Industry Leadership & Evolutionary Impact

Scaling domain complexity through leadership, strategic growth, and technological transformation

2021 – Present
Enterprise AI & Cognitive BI
Shared Intelligence Engines
Senior Product Manager
Symanto
(May 2021 – Present)
Leading ContextCore and AI Zwei platforms, bridging AI innovation with human-centered trust for enterprise decisions.
2022
Visual Content Analytics
Automated Visual Platforms
Senior Product Manager – Analytics
BOOM
(May 2022 – Nov 2022)
Developed data-based analytics products for visual assets and managed quantitative discovery roadmaps.
2017 – 2021
Higher Education & EdTech
Virtual Learning & Events
Senior Product Manager
Advent Group
(Nov 2017 – Apr 2021)
Managed UnimyPrep platforms, virtual events, and international partnership networks for higher education.
2013 – 2015
Healthcare & Medical Devices
Regulated Health Systems
Product Manager – Medical Devices
Medica AD
(Mar 2013 – May 2015)
Led new product launches, regulatory alignment, and technical field force enablement.
2008 – 2011
Telecom & Navigation
Spatial & Brand Management
Product & Brand Manager
Naviteq & Spectrum Net
(Jun 2008 – Jun 2011)
Defined digital navigation product vision and managed enterprise telecom brand positioning.
2000 – 2008
FMCG & Consumer Goods
Global Trade Expansion
Product Manager
Elite Coffee, Axxon, Avendi, Embassy KR
(Dec 2000 – Jun 2008)
Guided brand strategy, supplier negotiations, market research, and multi-channel trade growth.

Education & Certifications

Selected professional qualifications in AI, ML, and Analytics

AI for Product Management

Google Cloud / Pendo / Mind the Product

Machine Learning Foundations for PMs

Duke University (Coursera)

Decision Intelligence

LinkedIn Learning

Digital Marketing Analytics in Theory

University of Illinois Urbana-Champaign

Gamification

Wharton School, University of Pennsylvania

Google Analytics & Video Certifications

Google