Selected Invited Talks

In recent years, I’ve had the privilege of speaking at numerous conferences, workshops, and seminars worldwide, contributing to advancing AI, machine learning, and finance in a thoughtful and responsible manner. As both an engineer and scientist, I’m deeply committed to pushing the boundaries of technology while maintaining a focus on ethical considerations and practical applications. My talks often dive into topics such as large language models, transformers, and AI-driven financial models, where I try to bridge the gap between scientific research and hands-on, real-world implementations. Threfore, some session includes not only theoretical insights but also live coding, practical demonstrations, and actionable takeaways, reflecting my belief in a grounded, applied approach to innovation. Below, you’ll find a selection of talks that reflect this journey—spanning topics from technical implementations to the broader ethical and societal impacts of AI. Each one marks a step toward building a future where AI and finance intersect in ways that are both pioneering and conscientious.

  • Quant Minds
    "Beyond Chatbots: Financial Innovation with Agentic LLMs"
    London, Great Britain, 2024
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  • Risk Minds
    "The GenAI SWOT Analysis: An opportunity in resilience, but also a risk in itself."
    London, Great Britain, 2024
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  • Guest Lecture Bern University of Applied Sciences
    "LLMs in Finance"
    Bern, Switzerland, 2024
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  • Data Innovation Alliance
    "GenAl Prompt to Product with Agentic LLMs and LangGraph"
    Zurich, Switzerland, 2024
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  • Quant Finance Conference
    "Time series Transformers – Challenges and Opportunities in Long-Term Financial Time Series Forecasting"
    Cannes, France, 2024
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  • O’Reilly Media
    "GenAI Prompt to Product Showdown"
    Online, 2024
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  • O’Reilly Media
    "AI Superstream: Building with Open Source Generative AI Models and Frameworks"
    Online, 2024
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  • Bank of America, Quant Speaker Series
    "Financial Times Series Prediction in the Age of Transformers"
    Online, International, Seminar, 2024
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  • Geneva WealthTech
    "Forecasting the Future: AI Trends in Wealth Management"
    Geneva, Switzerland, 2024
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  • The 4th ESG & Climate Risk in Quantitative Finance Conference
    "Navigating the ESG Landscape: Constructing a Robust and Reliable Scoring Engine"
    London, Great Britain, 2024
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  • The 7th Women in Quantitative Finance Conference
    "Financial Times Series Prediction in the Age of Transformers"
    London, Great Britain, 2024
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  • The 3rd Yushan Conference / The 16th NYCU International Finance Conference
    "Beyond Traditional Data: A Multi-Faceted View of Cryptocurrency Markets"
    Hsinchu City, Taiwan, 2023
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  • Workshop Moving to Digital Finance, NCHU
    "Future Proofing the Sector: Ethical Considerations and Transparency for Fintech"
    Taichung, Taiwan, 2023
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  • QuantMinds International, Keynote LLM Summit
    "Ethical Considerations of NLP in Finance"
    London, Great Britain, 2023
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  • RiskMinds International
    "Future proofing the sector: Ethical considerations and transparency for data and AI systems"
    London, Great Britain, 2023
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  • COST - Innovations in Finance and for Society
    "Ethical Considerations of Large Language Models in Finance"
    Barcelona, Spain, 2023
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  • J.P. Morgan Global Machine Learning Conference
    "Ethical Considerations of Large Language Models in Finance"
    Paris, France, 2023
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  • The 19th Quant Finance Conference
    "Ethical and Responsible Large Language Models: Challenges and Best Practices"
    Valencia, Spain, 2023
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  • TechTalk, Association for Computing Machinery (ACM)
    "Ethical and Responsible Large Language Models: Challenges and Best Practices"
    Virtual Event, 2023
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  • 8th European COST Conference on Artificial Intelligence in Finance
    Bern, Switzerland, 2023
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  • Swiss Association for Analytics, Meetup
    Lausanne, Switzerland, 2023
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  • Open Data Science Conference Europe
    "Dynamic and Context Dependent Stock Price Prediction with Attention Modules and News Sentiment"
    London, Great Britain, 2022
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  • Women in Tech Global Conference
    Virtual Event, 2022
    "Attention? Attention! - Attention Mechanism in Deep Learning"
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  • Finance Com
    "Dynamic and Context Dependent Stock Price Prediction with Attention Modules and News Sentiment"
    Twente, Netherlands, 2022
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  • CFA Institute, Quantitative Investing Group Meeting
    "Dynamic and Context Dependent Stock Price Prediction with Attention Modules and News Sentiment"
    New York, USA, 2022
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