Do you know how to create products that sell and resonate with the customers needs?

I am a
Product Manager, Entrepeneur, Generative AI Engineer

About me

As a creative thinker, a leader with a sense of humor, and an experienced builder of companies and products from scratch, my mission is to create products that genuinely meet customer needs. My superpower is facilitating the process of product building. Since 2018, I have focused on being a leader who influences, inspires, and guides others. I have worked for companies such as edrone, Cisco, Kontakt.io, Golem Network, and, where I focused on creating products that genuinely meet customer needs.

But my interests go beyond IT. I am also a Polish winemaker with my own vineyard and I have smart home automation implementation.

My Approach to Product Management

User-Focus

User Research: Deep diving into user needs and behaviors. Empathy Mapping: Building understanding through user personas. User Testing: Validating and iterating based on user feedback.Data-Driven Decisions: Using user data to inform product direction. Metrics Focus: Measuring success through user-centric metrics.

Process & Optimization

Agile Methodologies: Adapting and iterating for success. Prioritization Framework: Focusing on what matters most. Experimentation & A/B Testing: Validating ideas with data. Product Roadmaps: Crafting a clear vision for the future. Data & Analytics: Making insights actionable for improvement.

People & Leadership

Team Coaching & Development: Empowering teams to excel. Cross-Functional Collaboration: Breaking down silos and building bridges. Stakeholder Management: Aligning interests and goals. Communication & Transparency: Building trust and fostering open dialogue. Decision-Making: Leading with clarity and data-driven choices.

Value & Impact

Business Alignment: Connecting product strategy to business goals. Data-Driven Decisions: Measuring impact and maximizing ROI. Feature Prioritization: Focusing on high-value features. Metrics Tracking: Monitoring progress and demonstrating success.

My Approach to Generative AI

Applications & Benefits

Content Creation Powerhouse: Generate engaging text, images, and videos to elevate your marketing and communication. Personalization Champion: Craft unique user experiences through AI-powered recommendations and content adaptation. Efficiency Booster: Automate repetitive tasks like data analysis and report generation with AI assistants. Innovation Spark: Uncover new ideas and possibilities through AI-generated designs and prototypes.

Technical Expertise

Model Mastermind: Adept in selecting and fine-tuning various generative AI models like GPT-4, Llama, and Stable Diffusion. Data Savvy: Expert in data preparation, cleaning, and augmentation for optimal AI performance. Evaluation Expert: Utilize diverse metrics and qualitative assessments to measure the success of generated content. Ethical Considerations: Prioritize responsible and unbiased AI development, adhering to ethical guidelines. Integration Specialist: Seamlessly integrate Generative AI solutions into existing workflows and infrastructure.

Commercializing Advanced Techniques

A pioneer in leveraging cutting-edge techniques like Retrieval-Augmented Generation (RAG), I unlock new frontiers in content creation. I bridge the gap between research and implementation, translating advanced AI into real-world solutions. Developing robust and efficient RAG implementations, I ensure scalability and resource optimization for commercial applications. Businesses are my focus, helping them understand and quantify the value of advanced AI, demonstrating clear return on investment for RAG integration.

Future Trends & Innovation

Staying Ahead of the Curve: Continuously tracking and exploring emerging trends in RAG and related AI fields. Next-Gen Techniques: Incorporating cutting-edge advancements like multi-modal RAG or reinforcement learning for even more powerful applications. Collaborative Innovation: Encouraging collaboration with researchers, developers, and stakeholders to push the boundaries of RAG technology. Customizable Solutions: Developing tailored RAG solutions that address specific industry challenges and client needs.

My Services

Mentoring

Are you looking for some recommendations and tips in Product Management or Entrepeneurship?

Training / Workshop

I can teach your teams or company in areas of Product Development and Generative AI

Consulting

Would you like to get some tips and recommendations for your projects, products and companies?

Interim Product Leader

Are you looking someone to give your product departament a boost? Or maybe help you build one from scratch - no strings attached.

Get in touch

If you would like to learn more about the services I provide, do not hesitate and let us get in touch. You can book a free intro call or reach out to me via below social media.