Antonio Enea (Enea) Marraffa-Senior PO/PM/Agile Master for AI/NLP/ML Products
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Experience
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
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
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
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
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
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
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Professional Services, and Retail.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Product Development, Project Management, Business Intelligence, Information Technology, and 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
Certifications & licenses
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Antonio Enea is based in Munich, Germany.
Antonio Enea speaks the following languages: German (Native), Italian (Native), English (Advanced), Spanish (Elementary).
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 8 months. Note that Antonio Enea may not have shared all experience and actually has more experience.
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.
Antonio Enea's most recent position is Senior PO/PM/Agile Master for AI/NLP/ML Products at Freelancer.
In recent years, Antonio Enea has worked for Freelancer and StepStone GmbH.
Antonio Enea is most experienced in industries like Information Technology, Professional Services, and Retail.
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 and Research and Development.
Antonio Enea has recently worked in industries like Professional Services and Information Technology.
Antonio Enea has recently worked in business areas like Product Development and Project Management.
Antonio Enea has 5 certificates. Among them, these include: Certified Safe 5 Scrum Master, Certified Scrummaster® Scrum, and Itil V3 Foundation Examination 1.
The availability of Antonio Enea needs to be confirmed.
Daily rate distribution
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Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 26 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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