My Projects

Leading product delivery for a two-sided marketplace connecting private chefs with customers, from product discovery and workflow design through implementation reviews and quality assurance.

Developed and evaluated an XAI-based mixed-reality decision-support prototype for firefighting scenarios and conducted user studies with UK firefighting stakeholders.

AI-powered assistant for UBS advisors that turns client conversations into prioritized actions, freeing up time for deeper relationships and growth.

Developed an agentic, voice-controlled AI tool to help Data Protection Officers evaluate potential GDPR violations against statutory law and real-world precedent, leveraging advanced NLP, semantic search, and audio technologies.

Developed and compared multiple LLM-based approaches for STEM-focused educational question answering, including MCQA fine-tuning, retrieval-augmented generation, preference optimization (DPO), and quantization.

Developed an AI-driven tool to enhance emergency call handling with real-time transcription, live translation, and automated response support for dispatchers.

Smart EV charging platform that uses AI negotiation and Solana-secured decentralized identity to deliver transparent, optimized charging across all providers.

Explored deep learning and graph-based models for automated detection of epileptic seizures from EEG data, comparing CNNs, transformers, and GNNs on clinical datasets.

Designed and developed a personal portfolio website to showcase projects, publications, and product leadership experience, positioned for AI product and technical product management roles.

Developed a fast-paced VR infinite runner set in the rings of Saturn, combining spatial interactions, hover mechanics, and immersive design elements to deliver an engaging gameplay experience.

Prototyped an AI-powered assistant for wealth managers that consolidates market data, client portfolios, and financial news to support informed decision-making.

Built a Next.js application that scans grocery receipts and generates personalized, waste-minimizing meal plans using OCR and generative AI.

Created a blockchain-based voting application using Mina and o1js that ensures vote verifiability and privacy through zero-knowledge cryptography.

Designed a domain-specific modeling language to support the planning and monitoring of smart cities, emphasizing sustainability and data-driven decision-making.

A university project focused on managing the development of a sustainable shopping app, leveraging Generative AI tools for every phase of execution.

Developed a cloud-native e-learning platform leveraging AWS serverless technologies, focusing on scalable infrastructure, efficient development workflows, and user-centric design.

Conceptualized and prototyped a social sports app connecting players and court owners, simplifying sports scheduling through skill-based matchmaking, integrated booking, and gamification.

Developed and improved algorithms for news recommendation using the Ekstra Bladet News Recommendation Dataset (EB-NeRD) as part of the ACM RecSys 2024 Challenge.

Designed an innovative holiday booking process leveraging AI and BPMN modeling to tackle choice overload and streamline holiday planning.

Analyzed the business model, personalization, and digital marketing strategies of WHOOP, a digital health company, focusing on its wearable fitness bands and subscription-based services.

Explored socio-economic systems using System Dynamics and Agent-Based Modeling to analyze behaviors like voting, rumor spreading, and predator-prey dynamics.

Developed a strategic vision, target architecture, and roadmap for the next five years of education at TU Wien, addressing modern socio-technical challenges using the TOGAF framework and ArchiMate modeling.

Developed a web-based Blackjack card game using XStack technologies, focusing on dynamic game logic, interactive UI design, and multiplayer functionality.