Progressive Software Engineer
& GenAI Strategist
Artificially intelligent, naturally sentient. Cross-functional engineering leader based in the beautiful city of Heilbronn, Germany, bridging AI innovation, product strategy, and marketing excellence.
Open-source contributor specializing in semantic web technologies, generative engine optimization (GEO), knowledge graphs, and enterprise AI transformation.
GenAI-enablement stack: Lovable, Claude Max, Gemini Pro, ChatGPT Plus, Adobe Firefly, Runway, ElevenLabs, CapCut, Canva
Competing, winning and reinventing myself in:
music, startups, business, and engineering
Recognition for pioneering agentic AI in marketing and sales
WordLift won Zurich Insurance's global AI Agentic Challenge in the Marketing & Sales category, outperforming 1,000+ participants from 40+ countries. I served as lead ontologist developing SEOntology for the winning solution.
October 16, 2025 • Global AI innovation challenge hosted by Zurich Insurance
Industry recognition for artificial intelligence innovation in retail
Awarded by EHI Retail Institute for MediaMarktSaturn's AI innovation. Led copywriting for the award application that secured victory in Europe's premier retail technology competition.
February 2025 • European retail technology awards recognizing AI excellence
Team leadership and innovative solution development at enterprise scale
Won first place with team for most innovative idea among 8 teams and around 100 participants. Led cross-functional collaboration and strategic solution design.
December 2022 • MediaMarktSaturn Deutschland internal innovation competition
Research innovation and international startup recognition
Outperformed competitors from 5 countries as the youngest contestant without previous experience. Demonstrated exceptional entrepreneurial vision and innovation potential.
February 2016 • International competition fostering regional entrepreneurship
Beat over 60 teams with research on "Tweet sentiment analysis for sports brands" using Alchemy API. Demonstrated how companies can improve business intelligence through advanced analytics.
January 2016 • Faculty of Computer Science and Engineering - Skopje
Regional startup competition achievement with international backing
Competed with 583 applications from across the Balkans as the youngest candidate among chosen startups, without previous experience. Supported by Pioneers Festival, World Bank Group & European Commission.
November 2015 • Premier regional startup acceleration program
Television competition success demonstrating performance mastery
Beat over 3,000 candidates from across the country as the youngest contestant without previous experience. Advanced to finals of Macedonia's first and only season of the Pop Idol franchise.
November 2010 • A1 TV national television competition
Early competitive excellence across diverse domains
Competed since primary school as choir member, poetry writer, basketball player, and math contestant. Won several local, national and international awards across sport, music, poetry, English language, research and mathematics.
January 2007 • Local, regional, national and international competitions
From mic drops to market drops - I make an entrance, and I’m just getting started.
I am intentionally crafting a life I love, one day at a time. Gratitude is my foundation.
In quiet moments I capture evolving thoughts in my Mental Shelf document, my home for insights and a bridge between daily experiences and the deeper patterns I keep discovering. Writing helps me materialize clarity and honor the ideas that want to grow.
People energize me. I am endlessly fascinated by the unique worlds each person carries within. These connections fuel my growth and remind me we belong to something larger than ourselves. I see systems everywhere: the elegant ways parts connect, how small changes ripple outward, how beautiful complexity emerges from simple interactions.
My joy lives in breaking things down and building them back up from scratch. When something isn’t working, I question assumptions and reimagine what becomes possible when we start fresh. Each day I choose to show up with gratitude, capture thoughts, connect with people, think in systems, and rebuild what needs rebuilding. The extraordinary life is now, happening through intentional action and love.
Comparing my cross-functional skillset against a typical software engineer profile
While typical engineers implement features, I drive product strategy from market research through execution, combining technical feasibility analysis with user experience design and business impact measurement.
Beyond writing code, I architect marketing-technology solutions that drive measurable growth through technical SEO, content automation, data analytics, and conversion optimization across the entire customer journey.
I operate at the intersection of engineering, product, marketing, and business strategy, translating complex technical concepts for C-level stakeholders while driving organizational alignment around data-driven decisions.
Through experience across 9 industries, I bring strategic planning capabilities that bridge technical implementation with market dynamics, enabling companies to scale innovative solutions across diverse business contexts.
Open-source innovations at the intersection of AI, semantic web, and enterprise SEO
Universal Semantic Framework for SEO
The first comprehensive ontology for SEO, serving as a semantic operating system for modern content strategy. Enables AI agents, apps, and researchers to reason about, audit, and optimize web content through standardized vocabulary and linked data principles.
AI-Powered Internal Linking Optimization
Revolutionary open-source framework that combines vector embeddings, graph algorithms, and GNN-based link prediction to optimize internal linking at scale. The first transparent, AI-driven solution for enterprise SEO automation with academic-grade reproducibility.
Building innovative solutions across enterprise AI, product strategy, and marketing technology
Led enterprise AI strategy implementation, conducting workshops for cross-functional teams and bringing 2 GenAI use cases from ideation to production. Established cross-functional leadership across multidisciplinary teams, enhancing AI literacy across technical marketing, legal, and HR departments.
Reduced server requests by 40+ million, saving €400K monthly internationally. Led GDPR-compliant web app development for server log analytics. Represented company as speaker at SMX Munich, Germany's largest digital marketing conference.
Led 30+ enterprise clients through growth engineering initiatives, developing ML-powered content frameworks and computer vision models. Created technical content featured in top industry newsletters, generating 40+ qualified leads through thought leadership.
Engineered internal linking automation using NLP and ML algorithms for semantic search optimization. Developed HTML sitemap algorithms processing millions of entries, achieving 150%+ site visit uplift. Performance led to accelerated probation completion.
Seeking collaboration with visionary teams and individuals who share my passion for innovation
Executives and senior professionals who combine ambitious growth targets with intellectual humility, constantly seeking to learn, iterate, and challenge their own assumptions.
Teams that balance speed of execution with analytical rigor, using data to validate hypotheses while maintaining bias toward action when market opportunities demand rapid response.
Product managers, CTOs, and business leaders who understand that sustainable competitive advantages emerge from the intersection of technology innovation, market positioning, and operational excellence.
Professionals who maintain high standards while embracing constructive feedback, continuously improving their craft through reflection, peer learning, and commitment to exceptional results.
Technologists and entrepreneurs who recognize AI as a transformative force, actively experimenting with emerging technologies while maintaining ethical considerations.
Team players who thrive in matrix organizations, excel at breaking down silos between departments, and understand that the best solutions emerge from diverse perspectives.
Proven ability to drive results across diverse organizational structures and industry verticals
Thrive in resource-constrained, high-velocity environments where cross-functional expertise accelerates product-market fit discovery. Excel at wearing multiple hats while establishing scalable technical foundations.
Navigate the complexity of scaling technical and organizational systems while maintaining product quality and market responsiveness. Bridge startup agility with enterprise-grade reliability.
Drive innovation within complex organizational structures, managing stakeholder alignment across multiple business units while implementing strategic technical initiatives at scale.
Seeking visionary partners to explore the frontiers of MarTech & AI
I'm actively pursuing groundbreaking research at the intersection of marketing technology, intelligent commerce, and human-computer interaction. Whether you bring data, capital, code, or scientific network, let's push the boundaries of what's possible in Generative Engine Optimization (GEO) and Applied AI.
Building next-gen marketing automation systems that learn, adapt, and optimize in real-time using LLMs and knowledge graphs.
Revolutionizing e-commerce through AI agents that understand intent, predict behavior, and personalize at scale.
Pioneering the future of content discovery in AI-first search experiences and answer engines.
Designing intuitive interfaces where AI augments human creativity rather than replacing it.
Access to unique datasets, user behavior patterns, or proprietary market insights for research validation.
Researchers, engineers, and domain experts passionate about pushing theoretical boundaries into production.
Open-source contributors and technical architects ready to build scalable, reproducible research systems.
Visionary investors and organizations funding breakthrough research with real-world commercial applications.
Academic institutions and research labs committed to peer-reviewed, rigorous methodology and publication.
I'm currently accepting proposals for 2026 research initiatives. Let's discuss how we can combine our strengths to create industry-defining innovations.
Start a ConversationReading is where I find energy, perspective, and new ideas
My shelves bring together business strategy, psychology, finance, discipline, and feminine energy — each book chosen because it speaks to both the mind and the heart. From Pricing Creativity by Blair Enns to Rich Dad, Poor Dad by Robert Kiyosaki, and the wisdom of Eric Schmidt’s How Google Works and Trillion Dollar Coach, these works have guided how I think, create, and connect. This collection reflects the values that inspire me every day: curiosity, courage, and compassion woven into every chapter.
I'm ready to bridge AI innovation with business impact