PhD in Accounting and Finance from Universidade de São Paulo (FEA-USP), researching the impact of corporate governance distance on cross-border M&A performance, 11 years as Partner Director at Fênix Consultoria, 7 years as CFO at Fumex Tabacalera (American subsidiary), and 4 years as CIO at CdF International(Dutch Company).

Has successfully led 5 cross-border M&A transactions, leveraging Microsoft Business Central (BC) for financial integration, valuation, and post-merger process harmonization. More than 100 ERP implementations in more than 20 countries.

Holds dual Master’s degrees (Management Science – University of Kent, UK, and Accounting – UFBA), an MBA in Corporate Finance (FGV), and dual Bachelor’s degrees in Accounting and Computer Science (UFBA). Certified PgMP and PMP (PMI). Recognized for natural leadership, mentoring, and coaching abilities, with high commitment, structured thinking, and excellent negotiation skills.

PhD in Accounting and Finance from Universidade de São Paulo (FEA-USP), researching the impact of corporate governance distance on cross-border M&A performance, 11 years as Partner Director at Fênix Consultoria, 7 years as CFO at Fumex Tabacalera (Am... Show more

I specialize in critical infrastructure cybersecurity. From physical networks affecting the energy supply for millions of people, to software development lifecycles and software supply chains for banking institutions.

I specialize in critical infrastructure cybersecurity. From physical networks affecting the energy supply for millions of people, to software development lifecycles and software supply chains for banking institutions. Show more

President of Verosoft (TAG) with 20+ years leading innovation in enterprise IT, EAM, CMMS, AI, ERP, and Microsoft cloud technologies. Martin specializes in helping organizations accelerate digital transformation through automation, intelligent asset management, and cloud-based business solutions.

As a visionary leader in the Microsoft ecosystem, spanning Dynamics 365, Azure, Power Platform, and Office 365, Martin has built and scaled international operations serving clients across five continents. Martin's focus is on transforming complex business challenges into streamlined, data-driven systems that empower organizations to make smarter, faster decisions.

At Verosoft, Martin leads the global expansion of embedded EAM and CMMS platforms (TAG Mobi) within Dynamics 365, driving innovation in maintenance, mobility, AI and enterprise asset management.

Martin is committed to fostering a culture of innovation, partnership, and excellence, developing technologies that deliver measurable impact, enhance operational resilience, and align enterprise strategy with digital transformation goals.

President of Verosoft (TAG) with 20+ years leading innovation in enterprise IT, EAM, CMMS, AI, ERP, and Microsoft cloud technologies. Martin specializes in helping organizations accelerate digital transformation through automation, intelligent asset ... Show more

Principal Consulting Manager at Zühlke, helping organizations navigate the complexity of product development for cyber-physical systems and the application of new technologies by bridging the gap between high-level strategy and execution/development by applying systems-approach.

With a background in Industrial Engineering (BSc), Product Management for Technology Products (MSc) and PhD candidate in Systems Thinking, Réka made it her mission to transform ambitious, but too high-level ideas into systems that truly create value. Her work includes industries as diverse as industrial robotics, consumer products, automotive, and energy—proving that systems thinking in product development is not just a tool but a universal language for tackling complexity. She introduces system approach already on the business level, which seamlessly can be translated to systems engineering.

At her core, she is passionate about making systems thinking accessible, practical, and downright exciting. She is here to challenge the status quo, inspire new ways of thinking, and show how embracing systems can lead to groundbreaking innovation

Principal Consulting Manager at Zühlke, helping organizations navigate the complexity of product development for cyber-physical systems and the application of new technologies by bridging the gap between high-level strategy and execution/development ... Show more

Anandaganesh Balakrishnan is an experienced Enterprise Data Architect and Data Engineering leader with 18+ years of success building enterprise-grade data infrastructure, engineering low latency, large-scale distributed systems, real-time pipelines, and modernizing cloud-native data platforms across BFSI, Trading, Real Estate Investment, and Utilities.

He has led strategic programs at ING Bank, Susquehanna International Group(SIG), and Roc360, delivering significant cost and performance gains. He is a recognized thought leader who is adept at aligning architecture with business goals and driving CXO-level data transformation initiatives.

Accolades:
Co-inventor of the Patent | Managing Change Requests of Software Applications | Agile Enterprise Infra Modernization,
AV Luminary Awards Winner | Datahack Summit 2024 | Data Engineering and AI,
BCS Fellow/Chartered IT Professional (CITP),
Gartner Peer Community Data and Analytics Ambassador,
Snowflake SnowPro Core Subject Matter Expert

GitHub Link: https://github.com/Anandaganesh

Expertise: AWS, Snowflake, Hadoop, GenAI/LLM, Python Programming, Druid, Data Engineering, Enterprise Architecture, Cloud-Native Modernization, Data Virtualization, Real-Time Data Analytics, Energy FTR Trading

Authorship: As a lead author, writing book chapters for the World's Leading Academic Publishers, Taylor & Francis, and Springer Nature.

A few of his favorite books:
Atomic Habits by James Clear
The Black Swan by Nicholas Taleb
Money - Master the Game by Tony Robbins

Anandaganesh Balakrishnan is an experienced Enterprise Data Architect and Data Engineering leader with 18+ years of success building enterprise-grade data infrastructure, engineering low latency, large-scale distributed systems, real-time pipelines, ... Show more

Emanuel Toledo is a Data Scientist with a background in Public Policy, focused on building AI and data systems that work inside complex institutional environments.

Operating within government structures for over a decade, he explores how artificial intelligence, data governance and automation can strengthen — or destabilize — public decision-making systems.

Through his consulting firm Thinking OUT!, he designs practical frameworks for AI adoption, institutional resilience and digital transition in emerging economies.

His work combines technical experimentation, systems thinking and political awareness to transform AI from hype into structured implementation.

Emanuel Toledo is a Data Scientist with a background in Public Policy, focused on building AI and data systems that work inside complex institutional environments. Operating within government structures for over a decade, he explores how artificia... Show more

Stella Smiljkovic is CEO & Founder of Feedbacktime, where privacy-first technology drives human-centered transformation. Drawing from over 15+ years of experience in corporate innovation in the Automotive and Energy domain, she advises emerging tech leaders, startups and investment teams. She combines her engineering expertise with strategic foresight to help organizations navigate digital transformation. Her current focus includes cybersecurity, ethical tech development, and human-AI-hybrid workforces.

Stella Smiljkovic is CEO & Founder of Feedbacktime, where privacy-first technology drives human-centered transformation. Drawing from over 15+ years of experience in corporate innovation in the Automotive and Energy domain, she advises emerging tech ... Show more

Soy Estephani Rivera Jaramillo, actualmente me desempeño como Senior Data Scientist en Protecta Security, donde lidero proyectos para automatizar tareas, procesos y actividades, permitiendo que una empresa tome decisiones basadas en datos y acompañándola en su camino a convertirse en una empresa data driven. Trabajo con Python, Oracle SQL, Qlik Sense Developer y RStudio. En lo que respecta a entornos cloud, estoy a cargo de la migración a AWS (S3, Glue, Athena). También he desarrollado y capacitado en modelos de ciencia de datos, incluyendo modelos de análisis y modelos predictivos, aplicando técnicas de machine learning (MLOps).

En lo que respecta a la Inteligencia Artificial, he trabajado aplicando Forecast y acompañando el proceso de la implementación de chatbots a través de intenciones. Además, disfruto de usar profesionalmente IA Generativa a través de Canva y otros programas que son muy útiles para acelerar tareas.

En mis tiempos libres, lidero mi comunidad Data Ladies para seguir apoyando en el empoderamiento de más mujeres en tecnología. También comparto información sobre data, analítica y ciencia de datos a través de mis redes sociales (Instagram: stef_9_18 y TikTok: @estephaniriveraja). Actualmente, estoy creando un ambiente dedicado a la consultoría y capacitaciones llamado Number9 y subiendo mis códigos a mi perfil de GitHub.

Soy Estephani Rivera Jaramillo, actualmente me desempeño como Senior Data Scientist en Protecta Security, donde lidero proyectos para automatizar tareas, procesos y actividades, permitiendo que una empresa tome decisiones basadas en datos y acompañán... Show more

Alexander Klein is a senior Business Intelligence consultant with more than 20 years of experience. He focuses on Business Intelligence and Data Warehouse projects with Microsoft technologies like SQL Server, Power BI, Azure ML or Cognitive Services.

Since 2008, he has been a self-employed consultant in large and medium-sized projects in all sectors across Europe. He has been visiting SQL Saturdays all over Europe since 2013.Since 2017 Alexander speaks at national and international conferences / user groups about Data Warehouse, BI, Azure and AI.

Alexander Klein is a senior Business Intelligence consultant with more than 20 years of experience. He focuses on Business Intelligence and Data Warehouse projects with Microsoft technologies like SQL Server, Power BI, Azure ML or Cognitive Services.... Show more

Reneida has over 15 years of experience leading product management, UX and business strategy initiatives in various industries, from EdTech, eCommerce and Economic Development to the Life Sciences. Her solutions have spanned Web, mobile and API services for both DTC and SaaS companies. Throughout these experiences, end-user data products have emerged as a common denominator, informing her framework approach to managing high value analytics interfaces. Based in South Florida and originally from San Juan, Puerto Rico, Reneida is fluent in English and Spanish. She has a BSBA from the University of Florida and MBA from the University of Maryland, College Park.

Reneida has over 15 years of experience leading product management, UX and business strategy initiatives in various industries, from EdTech, eCommerce and Economic Development to the Life Sciences. Her solutions have spanned Web, mobile and API servi... Show more

AI Scientist driving scalable retail modeling, causal inference, and supply chain decisions for Target's growing digital business. Previously, he was a Graduate student in AI at Duke with research stints at the Center for Advanced Hindsight and IBM Labs for their open source and pro bono initiatives.

AI Scientist driving scalable retail modeling, causal inference, and supply chain decisions for Target's growing digital business. Previously, he was a Graduate student in AI at Duke with research stints at the Center for Advanced Hindsight and IBM L... Show more

Adnan CEO Microspecialist Consulting and co-founder Cloud Infrastructure Architects is one of the worlds leading infrastructure experts Microsoft MVP , Microsoft Trainer (xRegional Lead in NL) and a actively involved in Microsoft Technical Experts Program's . Implementing and Architecting solutions with focus on Cloud and Hybrid Infrastructure and of course The Modern Workplace (EUC). As an international speaker & trainer he often spends his time flying around the globe consulting, teaching and speaking at IT community events. Follow him on twitter or other social media channels @Microspecialist

Adnan CEO Microspecialist Consulting and co-founder Cloud Infrastructure Architects is one of the worlds leading infrastructure experts Microsoft MVP , Microsoft Trainer (xRegional Lead in NL) and a actively involved in Microsoft Technical Experts P... Show more

Modernisation drives business transformation. AI unlocks new opportunities, and introduces new challenges.

I help customers navigate both by simplifying complexity with AWS's expertise, tools, and services. With over 30 years supporting successful business transformation through technology, I bring deep experience in aligning technical solutions with strategic business objectives.

My focus: enabling leaders to accelerate modernization, harness AI responsibly, and achieve measurable outcomes that matter to their organizations.

Modernisation drives business transformation. AI unlocks new opportunities, and introduces new challenges. I help customers navigate both by simplifying complexity with AWS's expertise, tools, and services. With over 30 years supporting successful... Show more

Vimaladhithan Salem Marimuthu Rajagoapal (Vimal) is an accomplished SAP Cloud Technology Expert with over 18 years of proven expertise in enterprise software solutions and digital transformation initiatives. As a certified technical leader, he has successfully managed large-scale ERP/SAP projects ranging from $500K to $15+ million, driving operational excellence across diverse global organizations in insurance, energy, pharmaceuticals, and retail sectors.
Currently serving as a Senior Technical Lead, he specializes in architecting and managing high-availability SAP environments on Microsoft Azure and AWS. His deep expertise encompasses the complete SAP ecosystem, including S/4HANA, HANA 2.0, Business Intelligence, and emerging AI technologies through SAP's Business AI portfolio. He has led complex system migrations, upgrades, and cloud adoption strategies while ensuring seamless integration with existing enterprise landscapes.
His leadership extends to managing globally distributed teams of 45+ technical resources across the US, Canada, Europe, and India. He has successfully orchestrated critical initiatives, including data center migrations, system consolidations, and disaster recovery implementations. His technical proficiency spans multiple platforms, including HANA databases, various operating systems (Unix, Linux, Windows), and cloud hyperscalers.
A recognized industry thought leader, he has presented at multiple SAP ASUG SAPPHIRE conferences and contributed to North America's Center of Excellence initiatives. His educational foundation includes a Bachelor of Technology in Information Technology and executive leadership certification from the Wharton School of Executive Education.
His comprehensive certification portfolio includes SAP S/4HANA Conversion specialist, Microsoft Azure for SAP Workloads, Certified Scrum Product Owner, and Oracle Professional certifications. Through his strategic approach combining technical excellence with business acumen, he consistently delivers innovative SAP solutions that exceed business expectations while optimizing total cost of ownership and maximizing return on investment.

Vimaladhithan Salem Marimuthu Rajagoapal (Vimal) is an accomplished SAP Cloud Technology Expert with over 18 years of proven expertise in enterprise software solutions and digital transformation initiatives. As a certified technical leader, he has su... Show more

Selvam Rajendran is a Senior Principal Engineer with over 25 years of experience leading the architecture, design, and certification of safety-critical aerospace, industrial, telecommunications, and embedded systems. He is a recognized expert in system-level Electromagnetic Compatibility (EMC) for aircraft electric power systems, with deep expertise spanning Main, Emergency, Auxiliary, and Distribution power domains. Currently at Collins Aerospace (RTX), Selvam has led EMC architecture, EMI mitigation, lightning and HIRF protection, and certification strategies that have directly enabled airworthiness approvals and flight safety across multiple global aircraft platforms, maintaining a flawless record of zero EMC qualification failures. His work integrates noise-spectrum analysis, EMI filter design, grounding and shielding architectures, PCB-level EMC rules, and aircraft harness integration in compliance with RTCA DO-160 and MIL-STD-461 standards. Before Collins Aerospace, he served in senior technical leadership roles at L&T Technology Services and RealTime Systems, acting as a customer-facing EMC authority and hardware architect for aerospace, industrial automation, and national railway communication systems. Earlier in his career, he contributed to one of the world’s earliest mobile payment hardware platforms, demonstrating long-standing innovation in embedded and mixed-signal design. Selvam has been recognized as an RTX High Potential (HiPo) Talent and has received multiple corporate awards for technical excellence, collaboration, and accountability. He also serves as EMC Chair for the IEEE Rock River Valley Section, contributing to professional leadership and advancing industry knowledge in electromagnetic compatibility.

Selvam Rajendran is a Senior Principal Engineer with over 25 years of experience leading the architecture, design, and certification of safety-critical aerospace, industrial, telecommunications, and embedded systems. He is a recognized expert in syst... Show more

Innovative and results-driven Senior Solution Engineer with over 20+ years of robust IT experience, designing, deploying, and optimizing enterprise-scale data and AI solutions across Azure SQL Database, Microsoft Fabric, Synapse Analytics, Purview, and Databricks. Adept at leading complex migrations, modernizing legacy data estates, and architecting advanced analytics platforms that drive measurable business outcomes for organizations in energy, technology, healthcare, finance, manufacturing, retail, government, and public sector domains.

Leveraging nearly two decades of hands-on expertise, I bring deep technical insight, strategic vision, and a proven ability to translate business needs into scalable, secure, and cost-effective cloud architectures. My experience enables me to anticipate challenges, deliver innovative solutions, and mentor teams through digital transformation journeys.

Recognized for driving customer success through technical enablement, cost modeling, and governance best practices. Skilled in orchestrating cross-functional teams, mentoring engineers, and delivering workshops that accelerate cloud adoption and compliance. Passionate about empowering organizations to unlock the full potential of their data, foster innovation, and maintain regulatory compliance in a rapidly evolving cloud landscape.

Innovative and results-driven Senior Solution Engineer with over 20+ years of robust IT experience, designing, deploying, and optimizing enterprise-scale data and AI solutions across Azure SQL Database, Microsoft Fabric, Synapse Analytics, Purview, a... Show more

Takashi Ninjouji is a Chief Engineer at Honda Motor Co., Ltd., with a focus on Software-Defined Vehicles (SDV). He is a manager of the Open Source Program Office (OSPO). His interests also include AI-assisted engineering automation.

Takashi Ninjouji is a Chief Engineer at Honda Motor Co., Ltd., with a focus on Software-Defined Vehicles (SDV). He is a manager of the Open Source Program Office (OSPO). His interests also include AI-assisted engineering automation. Show more

I am a Senior AI/ML Engineer focused on Technical Leadership, bridging the gap between theoretical research and scalable, real-world production systems. My career sits at the intersection of hands-on engineering, team management, and strategic innovation.

​Currently, as a Senior Software Engineer & Line Manager at Virtusa, I lead teams in defining the Solution Architecture for complex Machine Learning and Generative AI applications. I specialize in deploying these robust, cloud-native systems on AWS, balancing rigorous technical execution with talent development and delivery management.

​My perspective on AI is deeply informed by my previous role as Co-founder & COO of Trinet Innovations. That experience honed my ability to translate technical possibilities into tangible business value and societal impact, driven by a philosophy of "AI for all."

​Beyond corporate delivery, I am committed to advancing the global AI ecosystem. I am an active researcher and passionate educator, having executed over 45 diverse AI projects, conducted 50+ technical workshops, and mentored nearly 350 students, professionals, and startup founders globally.

​I am always open to connecting on innovative R&D collaborations, high-impact societal projects, and leadership opportunities.

I am a Senior AI/ML Engineer focused on Technical Leadership, bridging the gap between theoretical research and scalable, real-world production systems. My career sits at the intersection of hands-on engineering, team management, and strategic innova... Show more

Zahra Al-Saloom (she/hers) is a Program Manager under the Colorado Energy Office’s Transportation team. She co-manages the Charge Ahead Colorado program; this program provides grant funding for community-based Level 2 and DC fast charging. Under this program, Zahra leads multifamily housing EV charging efforts, including developing and implementing Colorado’s first EV charging portfolio application for MFH. Her work aims to reduce barriers for multifamily properties, including income-qualified housing, to ensure that MFH residents are charging where they live. Zahra obtained her Masters of Arts in Political Science, specializing in Environmental Policy and Comparative Politics, at Colorado State University (Go Rams!).

Zahra Al-Saloom (she/hers) is a Program Manager under the Colorado Energy Office’s Transportation team. She co-manages the Charge Ahead Colorado program; this program provides grant funding for community-based Level 2 and DC fast charging. Under this... Show more

Avadh Nagaralawala is a Mining Automation & Control Engineering Consultant and PMP®-certified Project Manager with over 12+ years of experience driving innovation in mining, electrification, and digital transformation. His work focuses on performance optimization of autonomous Mining vehicles using predictive diagnostics & intelligent test automation. Avadh is an active member of professional associations including SME, CIM, and PMI, and frequently contributes as a speaker, author, and peer reviewer on topics of mining technology, sustainability, and project management.

Avadh Nagaralawala is a Mining Automation & Control Engineering Consultant and PMP®-certified Project Manager with over 12+ years of experience driving innovation in mining, electrification, and digital transformation. His work focuses on performance... Show more

Sven Leiß is a Senior Manager at MHP with a focus on secure platform architecture, cloud transformation and modern delivery operating models. He works with organizations that need to balance engineering speed with governance, security and long-term architectural resilience. His work covers platform engineering, sovereign AI patterns and future-ready delivery design.

Sven Leiß is a Senior Manager at MHP with a focus on secure platform architecture, cloud transformation and modern delivery operating models. He works with organizations that need to balance engineering speed with governance, security and long-term a... Show more

Nathan Saldanha is the Global Sales Director at Codehouse and a Sitecore Ambassador MVP (2025 & 2026). With Ten years of digital transformation and Industry 4.0 experience, he specialises in crafting compelling business cases for enterprise website rebuilds and Personalisation at scale. Nathan has been part of Sitecore implementations across APAC and North America, including award-winning projects. He is passionate about helping organisations unlock real business value through scalable, future proofed architecture and smart platform strategy.

Nathan Saldanha is the Global Sales Director at Codehouse and a Sitecore Ambassador MVP (2025 & 2026). With Ten years of digital transformation and Industry 4.0 experience, he specialises in crafting compelling business cases for enterprise website r... Show more

Prakhar Gandhi is a Techno Functional Consultant working in the Anti-Money Laundering (AML) and Financial Crime space, with hands-on experience designing secure and scalable mobile systems. He actively works with Jetpack Compose and Kotlin Multiplatform.
He works in integrating Artificial intelligence intricacies with Deep Domain knowledge in embedded, Mobile systems.
With a passion for both beautiful UX and backend compliance, he bridges the gap between engineering and FinTech regulation.

Prakhar Gandhi is a Techno Functional Consultant working in the Anti-Money Laundering (AML) and Financial Crime space, with hands-on experience designing secure and scalable mobile systems. He actively works with Jetpack Compose and Kotlin Multiplatf... Show more

Marco Cecconi has been building software professionally since 1996 and breaking it for even longer. He was a core developer at Stack Overflow, first Engineering Manager at Toptal, and CTO at BaxEnergy before founding Positron Labs. When not writing specs for AI agents, he's somewhere in the Alps, the Baltics, or Azeroth.

Marco Cecconi has been building software professionally since 1996 and breaking it for even longer. He was a core developer at Stack Overflow, first Engineering Manager at Toptal, and CTO at BaxEnergy before founding Positron Labs. When not writing s... Show more

Dynamic and results-driven IT leader with over 35 years of diverse experience in the technology sector, specialising in Dynamics Finance and Supply Chain Management. As a seasoned solution architect and trainer, I excel in fostering collaboration and delivering impactful presentations that inspire teams and stakeholders alike. My extensive background spans end-user support, enterprise architecture, and solutions design, enabling me to approach challenges holistically.

I am passionate about knowledge sharing and mentoring. I have guided numerous professionals in public speaking, leadership, and skills development. My academic credentials include a Master’s in Data Science from the University of Sunderland, complemented by multiple industry certifications such as Microsoft Dynamics 365, CISSP, and TOGAF. I bring a wealth of expertise across various sectors, including oil and gas, manufacturing, retail, transportation, and finance. I consistently apply a detail-oriented approach to problem-solving. My commitment to innovation drives me to develop creative solutions that align with business objectives. I actively engage with the Microsoft technical community, contributing insights at user groups.

With a keen interest in the legal and ethical implications of technology, particularly in Artificial Intelligence, I am currently completing my PhD at the University of Portsmouth, to be completed in 2027.

Dynamic and results-driven IT leader with over 35 years of diverse experience in the technology sector, specialising in Dynamics Finance and Supply Chain Management. As a seasoned solution architect and trainer, I excel in fostering collaboration and... Show more

Hernan Huwyler is a Global Risk Management Executive and the Academic Director at IE Law and Business School (Executive Education). With a dual background as an MBA and CPA, Hernan specializes in the intersection of Law, Technology, and Quantitative Risk.

He focuses on "translating" complex regulatory frameworks (EU AI Act, GDPR, ISO 42001) into actionable architectures for engineering and business teams. Unlike traditional compliance officers, Hernan advocates for data-driven risk management, moving beyond "heatmaps" to utilize Monte Carlo simulations, convolution models, and Python-based risk quantification.

Hernan has led Risk, Control, and Audit functions for major multinational corporations across Europe and the Americas. He writes and speaks extensively on Adversarial AI, Algorithmic Auditing, and the financial quantification of Cyber Risk. Past keynote venues include Risk Awareness Conferences (>2,000 risk managers), IIA and ISACA Summits, ProcureCom Europe, IKN Madrid, IE University, and closed-door sessions for international organizations and national regulators. Hernan’s talks consistently rank in the top 5% of conference feedback scores because he makes complex security requirements, business needs and regulations feel like a competitive advantage.

Speaking Topics:

AI Governance: Implementing ISO 42001 and navigating the EU AI Act.
Risk Quantification: Why "Impact x Probability" fails and how to use convolution models.
Adversarial AI: Balancing transparency with security to prevent data poisoning.
AI ROI: Risk-adjusted financial modeling for Generative AI deployments.

Ready-to-Submit Talk Proposals:

Session 1: The Technical/Quant Talk

Title: Kill the Heatmap: Quantifying AI Risk with Python & Monte Carlo Simulations
Abstract: Most organizations manage AI risk using colorful 5x5 "heatmaps." This is mathematically flawed and dangerous for high-stakes AI deployment. In this talk, we will ditch the gut-check methodology. I will demonstrate how to use convolution and Monte Carlo simulations to model the "tail risk" of AI hallucinations and regulatory fines. You will leave with a method to calculate the actual financial exposure of your models—no expensive GRC software required, just math and logic.

Session 2: The Governance/Security Talk

Title: The Transparency Trap: How to Audit AI Without Creating Vulnerabilities
Abstract: New standards like ISO/IEC 12792 demand AI transparency, but in the age of Adversarial Machine Learning, "oversharing" is a security vector. If you reveal your full architecture and training sources, you invite data poisoning and model inversion attacks. This session outlines a "Tiered Disclosure Architecture." We will discuss how to route specific data to auditors, regulators, and users differently, ensuring compliance with the EU AI Act without handing the keys to bad actors.

Session 3: The Business/Strategy Talk

Title: The Real Cost of Intelligence: A Risk-Adjusted Framework for AI ROI
Abstract: Companies are deploying Generative AI based on productivity hype, but they are ignoring the "OpEx Iceberg"—model drift, inference costs, and liability reserves. This talk presents a financial framework for calculating the true ROI of AI. We will cover how to factor in the "Risk Delta" (new risks vs. automated risks), calculate the Levelized Cost of AI (LCOAI), and determine when to build vs. buy based on process uniqueness. A session for leaders who need to justify the cloud bill to the CFO.

Hernan Huwyler is a Global Risk Management Executive and the Academic Director at IE Law and Business School (Executive Education). With a dual background as an MBA and CPA, Hernan specializes in the intersection of Law, Technology, and Quantitative ... Show more

Shelly Thomas is a licensed Professional Engineer, Microsoft Certified Trainer (pending), and founder of Building Beta Executive Coaching, where she helps C-suite leaders navigate AI transformation without losing their authority in the room.

Her professional foundation spans 20+ years across oil and gas, manufacturing, industrial distribution, and engineering. She managed Fortune 500 client relationships at Morton Salt's Industrial Division, directed a $550 million global eCommerce operation at Chart Industries, and has designed training programs for complex enterprise deployments including Microsoft Power Platform, Microsoft 365 Copilot Agents, and Oracle.

Her coaching philosophy, you cannot automate what you cannot explain, shapes every training program she designs. She builds Microsoft 365 Copilot curriculum that meets executives where they actually are: time-starved, skeptical, and accountable for outcomes their boards can measure.

Shelly serves on the UAA College of Engineering Advisory Board, co-chairs Alaska's Women in Engineering Advisory Board across UAA and UAF, and hosts the Breaking Frozen Ground podcast focused on Alaska's engineering community. She currently holds dual roles as Senior Project Manager at Resource Data and founder of Building Beta Executive Coaching.

She is based in Alaska, and yes, she genuinely loves it there.

Shelly Thomas is a licensed Professional Engineer, Microsoft Certified Trainer (pending), and founder of Building Beta Executive Coaching, where she helps C-suite leaders navigate AI transformation without losing their authority in the room. Her p... Show more

Senior Customer Relationship Management Consultant with a proven track record in the information technology and services industry. Since embarking on my CRM journey, I have participated in over a hundred CRM implementations across various industries and company sizes, ranging from a small workshop with just two users to large corporations with thousands of users.

I have been working with Dynamics Customer Engagement since 2019, acquiring extensive experience with its diverse modules:
- Dynamics Sales
- Dynamics Customer Service and Dynamics Contact Center (formerly Omnichannel)
- Dynamics Customer Insights - Journeys (formerly Marketing)

As both an Architect and CRM implementor, I have encountered numerous CRM systems and solutions, enabling me to craft tailored strategies for specific client needs. My mantra is to leverage standard solutions and processes whenever possible, ensuring the system remains user-friendly and efficient for end-users.

Senior Customer Relationship Management Consultant with a proven track record in the information technology and services industry. Since embarking on my CRM journey, I have participated in over a hundred CRM implementations across various industries ... Show more

Daniel holds a Master’s degree in safety and technology, and is passionate about how we can protect critical infrastructure in an increasingly digital world. Throughout his career, he has worked on security and risk management across multiple industries—spanning oil and gas, process industries, and maritime to railways and data centres. He is also a member of the working group developing IEC 62443, which gives him unique insights into global standards for industrial security. In addition, Daniel has a longstanding commitment to the Red Cross’s emergency preparedness efforts.

Daniel holds a Master’s degree in safety and technology, and is passionate about how we can protect critical infrastructure in an increasingly digital world. Throughout his career, he has worked on security and risk management across multiple industr... Show more

PA Agriculture Emergency Preparedness Director and retired Army officer focused on food security and infrastructure resilience.

PA Agriculture Emergency Preparedness Director and retired Army officer focused on food security and infrastructure resilience. Show more