Antonio Enea Marraffa - Senior PO/PM/Agile Master for AI/NLP/ML Products

Q: Where is Antonio Enea based?

Antonio Enea is based in Munich, Germany .

Q: What languages does Antonio Enea speak?

Antonio Enea speaks the following languages: German (Native), Italian (Native), English (Advanced), Spanish (Elementary) .

Q: How many years of experience does Antonio Enea have?

Antonio Enea has at least 22 years of experience. During this time, Antonio Enea has worked in at least 5 different roles and for 5 different companies . The average length of individual experience is 4 years and 7 months . Note that Antonio Enea may not have shared all experience and actually has more experience.

Q: What is Antonio Enea's latest experience?

Antonio Enea's most recent position is Senior PO/PM/Agile Master for AI/NLP/ML Products at Freelancer .

Q: What companies has Antonio Enea worked for in recent years?

In recent years, Antonio Enea has worked for Freelancer and StepStone GmbH .

Q: Which industries is Antonio Enea most experienced in?

Antonio Enea is most experienced in industries like Information Technology (IT) , Professional Services , and Retail .

Q: Which business areas is Antonio Enea most experienced in?

Antonio Enea is most experienced in business areas like Product Development , Project Management , and Business Intelligence . Antonio Enea also has some experience in Information Technology (IT) and Research and Development (R&D) .

Q: Which industries has Antonio Enea worked in recently?

Antonio Enea has recently worked in industries like Professional Services and Information Technology (IT) .

Q: Which business areas has Antonio Enea worked in recently?

Antonio Enea has recently worked in business areas like Product Development and Project Management .

Recommended expert

Munich, Germany

Experience

Jan 2022 - Present

4 years 3 months

Italy

Senior PO/PM/Agile Master for AI/NLP/ML Products

Freelancer

PO/PM for digital products such as Search, Recommendations and AI (IR/ML) related projects, Knowledge and Document Management Systems, search with LLMs, RAG and Knowledge Graph
Agile evangelist helping people, teams and organizations work in agile ways

Feb 2015 - Dec 2021

6 years 11 months

Munich, Germany

Senior PM/PO Search & Recommendation

StepStone GmbH

Responsible for product vision/roadmap of search and recommendations related products such as push notifications, UX and relevancy
Continuously discovering opportunities and improving ML related products, new search dimensions, search relevancy and user experience

Mar 2010 - Jan 2015

4 years 11 months

Munich, Germany

Search & E-Commerce Consultant

Freelancer

Search and recommendation projects for knowledge and document management systems
Set up e-shop systems using Shopware and Magento
Worked on e-commerce search projects including relevancy, autosuggest, query analysis, and relevance/ranking improvement using NLP for SEO/SEA

Jun 2007 - Mar 2010

2 years 10 months

Munich, Germany

Product/Project Manager Search

Scout24 Holding GmbH

Internal consultant for local and vertical search (Immobilienscout24, Autoscout24, Jobscout24, FriendScout24, Local24)
Improving search relevancy/ranking and search UX
Implemented the first index search and introduced agile development process

Feb 2005 - Dec 2006

1 year 11 months

Munich, Germany

Computational Linguist (part time)

Fast Search & Transfer

Designed and implemented finite-state transducers to recognize named entities (people, measures, currencies, companies, locations) for Italian, Spanish, English, German and Portuguese in FAST ESP

Sep 2004 - May 2007

2 years 9 months

Munich, Germany

Computational Linguist (part time)

Pangora/Lycos Europe

Wrote thesis on automatic classification of computer products using finite-state transducers with 96.50% precision
Supported the search team by improving search relevancy with linguistic dictionaries

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Information Technology (14.5 years), Professional Services (7 years), and Retail (5 years).

Information Technology

Professional Services

Retail

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Product Development (16.5 years), Project Management (7 years), Business Intelligence (5 years), Information Technology (5 years), and Research and Development (2.5 years).

Product Development

Project Management

Business Intelligence

Information Technology

Research and Development

Summary

The right answer comes from the right questions. Shape the future by questioning the present and learning form the past. I lead teams by questioning, empowering & inspiring them.

Skills

Pmp (Pmi) Certificate
Certified Safe 5 Scrum Master
Certified Scrummaster
Scrum Master Advanced (Boris Gloger)
Itil V3 Foundation Examination 1
Senior Po/pm For Digital Products Such As Search, Knowledge And Document Management Systems, Ai-chatbots, Personalised Recommendations, Push Notifications And Ai/ml Related Projects, B2b (Saas) Products For Mobile & Desktop
Developed Product Vision And Strategy, And Evaluated Epics/projects For Short- And Mid-term Roadmaps (Based On Okrs), Resulting In Clear Strategic Direction And Alignment With Business Goals
Led And Empowered Cross-functional Teams To Focus On High-value Initiatives, Generating Significant Business Impact And Boosting Overall Team Productivity
Deep Experience In Agile Product Development, Business Analysis, And Both Discovery (User-centric, Data-driven, Jtbd, Design Thinking, Lean & Agile) And Delivery Phases, Improving Prioritization And Execution
Continuously Analysing Data (Qualitative And Quantitative) And Mapping The Holistic Customer Journey With Ux Teams To Identify User Pain Points And Unmet Needs, Uncovering New Business Opportunities And Improving Conversion Rates (Cro)
Optimized Digital Products (B2b & B2c) Such As Search Ux, Relevancy/ranking, Recommender Systems, Job-agents, And Push Notifications, Improving User Engagement And Experience Based On A User-centric Approach (Mvts And Mvps)
Personalized Search And Recommendation Engines Based On User Interactions, Increasing Relevance And User Engagement (Cro) With Tailored Content
Designed Conversational And Search E-commerce Solutions Via Mvts, Integrating Bert And Chatgpt (Llms, Rag And Knowledge Graph) Into The Product Ecosystem
Drove Agile Transformation By Introducing Scrum, Kanban, The Spotify Model And Safe Frameworks; Introduced Okrs To Ensure Alignment With Agile Processes, Enhancing Team Efficiency And Focus
Set Up A/b Tests Based On Well-defined Hypotheses, Enabling Data-driven Optimizations And Conversion Rate Improvements
Transitioned From Taxonomy To Ontology (Semantic Search) And Ai-driven Search, Improving Search Accuracy And Relevance For Users
Programming Languages: Perl, Python
Operating Systems: Windows 8/7/vista/xp, Unix/linux
Search Technologies: Fast, Solr, Lucene, Elastic
Software: Unitex, Microsoft Office, Ms Project, Balsamiq, Visio
Cms: Wordpress, Sharepoint
Web Analytics: Adobe Analytics, Ga4, Gtm, Google Ads, Google Merchant Center, Tealium
Other Technologies: Xml, Html, Sql, Json, Power Bi, Jira, Confluence
Shop Systems: Shopware, Woocommerce, Magento, Shopify

Languages

German

Native

Italian

Native

English

Advanced

Spanish

Elementary

Certifications & licenses

Certified Safe 5 Scrum Master

Certified Scrummaster® Scrum

Itil V3 Foundation Examination 1

Pmp (Pmi)

Scrum Master Advanced

Boris Gloger

Profile

Created

March 2026

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Antonio Enea based?

Antonio Enea is based in Munich, Germany.

What languages does Antonio Enea speak?

Antonio Enea speaks the following languages: German (Native), Italian (Native), English (Advanced), Spanish (Elementary).

How many years of experience does Antonio Enea have?

Antonio Enea has at least 22 years of experience. During this time, Antonio Enea has worked in at least 5 different roles and for 5 different companies. The average length of individual experience is 4 years and 7 months. Note that Antonio Enea may not have shared all experience and actually has more experience.

What roles would Antonio Enea be best suited for?

Based on recent experience, Antonio Enea would be well-suited for roles such as: Senior PO/PM/Agile Master for AI/NLP/ML Products, Senior PM/PO Search & Recommendation, Search & E-Commerce Consultant.

What is Antonio Enea's latest experience?

Antonio Enea's most recent position is Senior PO/PM/Agile Master for AI/NLP/ML Products at Freelancer.

What companies has Antonio Enea worked for in recent years?

In recent years, Antonio Enea has worked for Freelancer and StepStone GmbH.

Which industries is Antonio Enea most experienced in?

Antonio Enea is most experienced in industries like Information Technology (IT), Professional Services, and Retail.

Which business areas is Antonio Enea most experienced in?

Antonio Enea is most experienced in business areas like Product Development, Project Management, and Business Intelligence. Antonio Enea also has some experience in Information Technology (IT) and Research and Development (R&D).

Which industries has Antonio Enea worked in recently?

Antonio Enea has recently worked in industries like Professional Services and Information Technology (IT).

Which business areas has Antonio Enea worked in recently?

Antonio Enea has recently worked in business areas like Product Development and Project Management.

Does Antonio Enea have any certificates?

Antonio Enea has 5 certificates. Among them, these include: Certified Safe 5 Scrum Master, Certified Scrummaster® Scrum, and Itil V3 Foundation Examination 1.

What is the availability of Antonio Enea?

The availability of Antonio Enea needs to be confirmed.

What is the rate of Antonio Enea?

Antonio Enea's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.