I've spent the last 20 years analyzing data. I started in pharmaceutical research as a biostatistician, moved into data science working on sensitivity analysis and AI-powered forecasting systems, then managed a data science team delivering analytics across mobility, energy, e-commerce, and finance.

Now as a freelance Power BI analyst, I specialize in dashboards that executives actually use. I'm a judge for the Power BI DataViz World Championships and speak about the gap between technically correct reports and ones people open twice. My talks focus on matching dashboard architecture to how different roles work with data - from C-level quick status checks to analyst deep dives.

I speak both languages: numbers and business decisions. I live in Germany and work with clients across Europe and the US.

I've spent the last 20 years analyzing data. I started in pharmaceutical research as a biostatistician, moved into data science working on sensitivity analysis and AI-powered forecasting systems, then managed a data science team delivering analytics ... Show more

Sam Ayo is a seasoned and highly skilled hands-on AI/ML engineer with years of experience in software, data, and AI consulting. He has a proven track record in the design, development, and deployment of machine learning systems, enterprise-scale data products, and multi-phased AI solutions.

With a background in economics, mathematics and AI, Sam Ayo is a 3-time AI hackathon winner and has been heavily involved in building ML solutions across various cross-industry fields, including Media & Advertising, IoT, Retail, and Energy.

Sam Ayo's expertise and achievements have earned him speaking opportunities at prestigious events. He was honoured by the Federal Minister for Digital Economy and Innovation, Dr Bosun Tijani at the National AI Strategy Conference 2024 in Abuja.

Sam Ayo has spoken at so many top AI conferences and workshops including AIFest, the Nigeria Computer Society [the global body for computer science in Nigeria, where he shared insights on the intersection of AI and business impact], DataFest, Data Science Conference Europe, OscaFEST, GDG DevFest, AWS westAfrica, including the Microsoft Student Learn Community, delivering a talk on leveraging AI for real-world applications to aspiring technologists.

In addition to these engagements, Sam Ayo has been a featured speaker at the Ehingbeti Summit for technology, a renowned conference that brings together thought leaders and industry experts to discuss technological advancements and their impact on various sectors. At the Ehingbeti Summit, Sam Ayo provided valuable insights into the transformative power of AI and data science in driving innovation and sustainable development.

As a versatile and dynamic professional, Sam Ayo is renowned for his results-driven leadership. He thrives on complex problem-solving, creating value streams across product delivery lifecycles, and delivering outstanding results that help companies take their data strategy from plan to prototype to profitability.

Beyond his professional accomplishments, Sam Ayo is dedicated to knowledge sharing and collective growth. He actively engages in community mentorship, open-source development, meetups facilitation, technical writing, and research, contributing to the advancement of AI and data science.

With his deep expertise, commitment to excellence, and passion for sharing knowledge, Sam Ayo is a sought-after speaker and a valuable asset in driving innovation and success in the field of AI engineering and data science.

Sam Ayo is a seasoned and highly skilled hands-on AI/ML engineer with years of experience in software, data, and AI consulting. He has a proven track record in the design, development, and deployment of machine learning systems, enterprise-scale data... Show more

Ana Inés Urrutia de Souza is a Microsoft MVP, AI for HR expert, and member of the Harvard Advisory Council. With a background in psychology and over a decade of experience in HR technology, she helps organizations modernize people operations using tools like Dynamics 365, Power Platform, and Microsoft Copilot. Ana is an international speaker, co-host of the D365 Community Call, and an active voice in the global HR tech space. Her work bridges strategy and implementation, with a focus on making AI practical, human, and useful

Ana Inés Urrutia de Souza is a Microsoft MVP, AI for HR expert, and member of the Harvard Advisory Council. With a background in psychology and over a decade of experience in HR technology, she helps organizations modernize people operations using to... Show more

Andreas Giesa, Director of Digital Business Consulting at Xebia and former Head of eBusiness at Liebherr, is a visionary leader in the field of digitalization. With over 16 years of experience, he passionately drives digital business models, strategies, and innovative technologies such as AI and IoT. His focus is on customer-oriented solutions, digital excellence, and the development and empowerment of agile teams for digital transformation.

Andreas Giesa, Director of Digital Business Consulting at Xebia and former Head of eBusiness at Liebherr, is a visionary leader in the field of digitalization. With over 16 years of experience, he passionately drives digital business models, strategi... Show more

The Billion-Dollar Ghost: How Chris Carter Built an AI Fortress from a Staff of One

Three days after surgeons threaded carbon fiber and titanium discs into his spine—a literal hardware upgrade for a man who refuses to crash—Chris Carter was at 35,000 feet. He wasn't chasing a vacation; he was chasing a vision. While the rest of the world’s elite were still debating the "dangers" of AI over chilled Meursault, Carter was landing in Dubai to finalize the evolution of MUGATI AI: the first billion-dollar "unicorn" built entirely on the back of AI-based tools.
To understand the $1B valuation, you have to understand the man. Carter is a "heart-on-his-sleeve" operator, a 24-hour-a-day whirlwind who views his clients not as data points, but as a temporary family he is sworn to protect. It’s a trait forged in a childhood that reads like a Dickensian fever dream. At age six, while other children were learning to tie their shoes, Chris and his brother Willie were learning the geography of eleven different couches. A year of "couch hopping" due to his mother’s struggles didn't break him; it gave him a preternatural sense of where the floor is soft and where the walls are thin.
Today, that instinct has been digitized.
The SAP Whisperer and the 93.7% Gambit
In the glass-and-steel boardrooms where the world’s wealth is tallied, there is a number that haunts every C-suite executive: 93.7. That is the percentage of global financial transactions that pulse through SAP environments. It is a staggering, terrifying concentration of value. For thirty-five years, Chris Carter has been the man watching the wires.
"I know the struggles of making sure SAP is secure," Carter says, his voice carrying the calm weight of someone who has seen the "unhackable" crumble. While others saw SAP as a mere database, Carter saw it as a fortress that needed a smarter gatekeeper.
MUGATI AI provides specialized services designed to modernize these corporate operations by integrating Small Language Models (SLMs) and artificial intelligence directly into existing SAP environments. The goal isn't just automation; it’s ERP optimization to increase organizational productivity and data accuracy. But the "teeth"—the reason why investors are foaming at the mouth and the valuation has hit the stratosphere—is a security tool known as Cloak Works.
The Digital Conscience
In the milliseconds it takes for a distracted executive to hit "Send" on a sensitive banking document or upload a client list to a vulnerable portal, Cloak Works intercedes. It doesn't just block; it talks. It asks the user, on any device, anywhere: "Do you truly want to send your personal banking history via an unencrypted email? Do you truly need to risk this on a website that doesn't meet your organization's score?"
It is a security tool for the human element. It recognizes that in a world of hacks and breaches, the greatest vulnerability is a moment of human fatigue. By providing a "security score" in real-time, Carter has effectively turned every employee into a high-level security expert. He has taken the "courtesy and generosity" that saved him as a child and baked it into a software architecture that ensures his customers are never left without a roof over their data.
The Sovereign of Stealth
In the quiet, flickering light of a screen—running a hyper-tuned instance of Gemini and Google Chrome—Carter did something the venture capital world said was impossible. He built a billion-dollar company without a single employee. He didn't want a "team"; he wanted a "Machine."
For a decade, Carter lived in "Stealth Mode," architecting and refining his mindset before ever coming out into the light. He integrated tools such as NotebookLM and Antigravity into a unified, sentient workflow, proving that a "Sovereign Entrepreneur" can outproduce a legacy corporation.
When he finally integrated Cloak Works into live AI environments for customer testing, the result was a total paradigm shift. Executives and VCs began to circle, stunned to find that the "organization" they were courting was actually just one man with a superior set of AI-based tools. The valuation hit $1B without Carter taking a single penny of outside capital.
The New Corporate Standard
Beyond technical infrastructure, Carter’s solutions aim to improve employee engagement by empowering staff with advanced digital tools rather than replacing them. The organization emphasizes responsible AI implementation, ensuring that businesses maintain visibility and ethical standards over their internal technology use.
With years of experience and a client portfolio, MUGATI AI now offers a comprehensive roadmap for digital transformation and safe experimentation. As the Cloak Works shield begins to roll out across the globe, monitoring every "outward breath" of corporate data, the message to the world is clear: The age of the bloated, inefficient corporation is over.
The age of the Sovereign Entrepreneur—protected by titanium, carbon fiber, and the most sophisticated AI shield ever forged—has begun.

The Billion-Dollar Ghost: How Chris Carter Built an AI Fortress from a Staff of One Three days after surgeons threaded carbon fiber and titanium discs into his spine—a literal hardware upgrade for a man who refuses to crash—Chris Carter was at 35,... Show more

Johnny Xmas, a prominent figure in the Information Security community since 2002, is a board member of both Chicago's famous BurbSec community, as well as its BSides312 conference. He's most notably recognized for his pivotal role in exposing the American TSA Master Key leaks (2014-2018), uncovering Venmo stalking vulnerabilities (2018), and being an overall nuisance.

Past experience includes being: Director of Cyber Training at security research firm GRIMM, defending against the automated abuse of web infrastructure with Kasada, and as the Lead Researcher on Uptake's Industrial Cybersecurity Platform. Before this, he spent many years in the field as a penetration tester, security engineer for a global Fortune 500 retail corporation, and Mainframe auditor and Systems Engineer for several IT asset recovery firms.

Today, Johnny continues to shape and elevate the Information Security landscape with his expertise and contributions as the President of the Burbsec Information Security Network and the Head of Offensive Security for a massive, global manufacturing and agriculture corporation.

Johnny Xmas, a prominent figure in the Information Security community since 2002, is a board member of both Chicago's famous BurbSec community, as well as its BSides312 conference. He's most notably recognized for his pivotal role in exposing the Ame... Show more

James McQuiggan brings over 25 years of experience to the cybersecurity field, specializing in Human Risk Management, Artificial Intelligence, and social engineering. As a former CISO Advisor at KnowBe4, he delivered thought leadership on critical issues ranging from ransomware to the evolving AI threat landscape. Through global conferences, webinars, and media engagements, James excels at translating complex security concepts into actionable insights for diverse audiences.

His extensive background includes senior cybersecurity roles at Siemens (Energy and Wind Divisions), where he developed expertise in industry standards, incident response, and industrial control system (ICS) security. In addition to his corporate work, James serves as part-time faculty at Full Sail University, teaching Cyber Threat Intelligence.

A dedicated community leader, he currently volunteers with ISC2 as Co-chair of the North American Region Advisory Council and Chair of the Southeast Chapter Regional Management Committee, following an eight-year tenure as President of the ISC2 Central Florida Chapter.

James McQuiggan brings over 25 years of experience to the cybersecurity field, specializing in Human Risk Management, Artificial Intelligence, and social engineering. As a former CISO Advisor at KnowBe4, he delivered thought leadership on critical is... Show more

Matteo Emili is a Director of Software Engineering at Avanade UK and Ireland, leading the talent in Software Engineering and always looking at new ways of applying technology to solve business problems.

He is a passionate Agile advocate and a technologist at heart, a Cloud Architect who is always driven by using technology as a vehicle for change and continuous improvement.
A Microsoft MVP since 2010 (currently in the Azure DevOps and GitHub category), he enjoys sharing back as much as he can with the worldwide technical communities – especially about Agile and DevOps.

He founded several User Groups around Europe and he is a regular speaker at meetups and conferences.

Matteo Emili is a Director of Software Engineering at Avanade UK and Ireland, leading the talent in Software Engineering and always looking at new ways of applying technology to solve business problems. He is a passionate Agile advocate and a tech... Show more

Emanuele is an engineer, researcher, and entrepreneur passionate about AI.

After earning his PhD in time series forecasting and working as a guest researcher at EPFL in Lausanne, he is now co-founder and Head of AI at xtream, a company that applies AI to solve complex business challenges. xtream was acquired by TeamSystem in September 2025.

Emanuele is also a professor of AI at the Catholic University of Milan and has been a guest lecturer at Italian, Swiss, and Polish universities.

He has published 8 papers in international journals and contributed to over 30 international conferences, including AMLD Lausanne, ODSC London, WeAreDevelopers Berlin, PyData Berlin, PyData Paris, PyCon Italy, the Swiss Python Summit in Zurich, and Codemotion Milan.

Emanuele is an engineer, researcher, and entrepreneur passionate about AI. After earning his PhD in time series forecasting and working as a guest researcher at EPFL in Lausanne, he is now co-founder and Head of AI at xtream, a company that appli... Show more

I am Nilanjan Chatterjee , a seasoned Data Engineering leader and architect at AMD, with extensive experience in rolling out 0-1 turn-key products and features across Fintech, Semiconductor and Telecom domains. With over 12 years of experience across Data Engineering , Data Science and Gen AI pipeline and MLOps, I assist business operationalise their data and ML strategy and find data driven solutions to problems.

I am Nilanjan Chatterjee , a seasoned Data Engineering leader and architect at AMD, with extensive experience in rolling out 0-1 turn-key products and features across Fintech, Semiconductor and Telecom domains. With over 12 years of experience across... Show more

Chris Aleman is a seasoned Data Analytics Manager at Guadalupe Valley Electric Cooperative (GVEC), where he leverages his expertise to drive data-driven decision-making and optimize business processes.

His passion for data analytics extends beyond his professional responsibilities. As a Microsoft Certified: Power BI Data Analyst Associate, a Co-Leader of the San Antonio Power BI User Group (PUG), and a speaker at Community Summit NA 2024 and Spark 2024, hosted by the Alamo Regional Data Alliance, Chris is actively involved in the data community, sharing his knowledge and experience.

When not immersed in data, Chris loves to travel with his wife, having explored 22 countries and covered over 61,000 miles together. Back home, they enjoy the company of their family of furbabies, including five cats, two dogs, a turtle, and too many fish to count.

Chris Aleman is a seasoned Data Analytics Manager at Guadalupe Valley Electric Cooperative (GVEC), where he leverages his expertise to drive data-driven decision-making and optimize business processes. His passion for data analytics extends beyond... 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

Aigiun Guseinova is an Enterprise Data & AI Strategist, Power BI Developer, and Business Intelligence Specialist meant to design scalable intelligence systems across the Microsoft ecosystem. With a strong foundation in Information Systems and strong expertise in analytics engineering, she transforms complex data environments into high-impact decision platforms that drive measurable business outcomes.

Aigiun Guseinova is an Enterprise Data & AI Strategist, Power BI Developer, and Business Intelligence Specialist meant to design scalable intelligence systems across the Microsoft ecosystem. With a strong foundation in Information Systems and strong ... Show more

Molly Rupert-Sullivan is the AI Transformation Change & Adoption Director at Guidehouse, where she leads enterprise-wide AI enablement. She focuses on translating emerging AI capabilities into practical, human-centered ways of working that improve how teams deliver for clients and for each other. Molly partners closely with senior leaders, technologists, and business teams to set expectations, build capability, and embed AI into everyday workflows.

Previously, Molly was the Global Adoption Lead for one of the earliest and largest Microsoft Copilot deployments, starting with early access and rolling out over 100,000 licenses. She is known for her pragmatic approach, clear communication style, and ability to make complex topics approachable and actionable.

Molly Rupert-Sullivan is the AI Transformation Change & Adoption Director at Guidehouse, where she leads enterprise-wide AI enablement. She focuses on translating emerging AI capabilities into practical, human-centered ways of working that improve ho... Show more

If you're comfortable with the status quo, you won't enjoy listening to Stephen Parkins.

Stephen is a seasoned innovation strategist, executive coach and business leader with over two decades of experience turning uncertainty into opportunity.

With a career spanning roles as an energy trader, global head of innovation, and startup founder, Stephen has worked with companies of all sizes - from agile one-person ventures, to European scale-ups, to multinational corporations with over 100,000 employees.

As the founder of Culturedge®, Stephen advises medium to large enterprises on building the structures and strategies they need to embed innovation, take manageable risks and achieve exponential growth.

As the co-founder of Strategy Quest, Stephen gives companies the opportunity to co-design AI-powered business simulations and wargames - to strengthen their resilience and decision-making under uncertain conditions.

Known for pushing boundaries and telling executives not what they want, but what they need to hear – Stephen has helped redesign flagship products like ABN AMRO Bank's Tikkie and established global innovation frameworks at organisations like SGS.

A polyglot and global citizen, Stephen has lived in five countries and speaks five languages, bringing an international perspective to every new challenge.

If you're comfortable with the status quo, you won't enjoy listening to Stephen Parkins. Stephen is a seasoned innovation strategist, executive coach and business leader with over two decades of experience turning uncertainty into opportunity. ... Show more

Meet Gareth Hay - Your Expert in Control Room Innovation. With over 30 years of navigating the complex world of audiovisual, Gareth has helped shape control rooms that power the world—quite literally (half the world’s electricity transmission, to be exact).

Hailing from the UK, Gareth brings a sharp wit, a no-nonsense attitude, and perhaps a cuppa to every challenge he faces. When not tackling the intricacies of control room workflows, you might find him geeking out over AI trends or contemplating how donuts might be the secret to job satisfaction.

Meet Gareth Hay - Your Expert in Control Room Innovation. With over 30 years of navigating the complex world of audiovisual, Gareth has helped shape control rooms that power the world—quite literally (half the world’s electricity transmission, to be ... Show more

Experienced professional specializing in Business Intelligence and Data Warehousing within the Microsoft ecosystem with 5 years experience .

Passionate about leveraging technology to solve complex business challenges, particularly drawn to the capabilities of Azure Databricks. Throughout my journey, I've had the privilege of seamlessly transitioning between data engineering and architect roles in various projects. This experience has equipped me with a versatile skill set, allowing me to contribute effectively to crafting end-to-end solutions. With a background in collaborative consulting roles across sectors, I bring a pragmatic approach to solving problems and driving success.

Experienced professional specializing in Business Intelligence and Data Warehousing within the Microsoft ecosystem with 5 years experience . Passionate about leveraging technology to solve complex business challenges, particularly drawn to the cap... Show more

Jan is delivering human-centered change for 5+ years with measurable business value in MedTech, Automotive, and Energy sectors. Expert in Agile, Design Thinking, SAFe, and Atlassian tools, guiding 10+ teams to more effective delivery and higher engagement while developing innovative products for a variety of markets and businesses with teams and organizations worldwide.

Jan is delivering human-centered change for 5+ years with measurable business value in MedTech, Automotive, and Energy sectors. Expert in Agile, Design Thinking, SAFe, and Atlassian tools, guiding 10+ teams to more effective delivery and higher engag... Show more

With over 25 years of experience in the field of information security and IT/OT cybersecurity, Alexandro has several certifications in Industrial Cybersecurity (GICSP, IEC 62443 Specialist), IT Cybersecurity (CISSP, CISM), Ethical Hacking (CEH, ECSA), Security Management Systems (ISO 27001 LI), IT Audit (CISA, ISO 27001 LA), among others.

His main focus in recent years has been industrial cybersecurity assessment (IEC 62443, NIST-CSF, NIST-SP-800-82, C2M2), OT incident response, threat hunting, security strategy/master plan development IT/OT, risk assessment, security technology assessment and compliance services mainly.

Alexandro currently works as a regional technical/commercial advisor for OT/ICS Cybersecurity in Latin America where he helps several companies design the IT/OT/ICS cybersecurity strategy and architecture required for the protection of their operational technologies in different verticals and critical infrastructure. understanding its main challenges, risks and opportunities.

His strategic focus spans diverse industries such as Manufacturing, Energy, Oil & Gas, Maritime, Pulp and Paper, Food and Beverage, among others. He advises companies to develop customized solutions and architectures that fit the specific needs and unique challenges of each of these verticals.

With over 25 years of experience in the field of information security and IT/OT cybersecurity, Alexandro has several certifications in Industrial Cybersecurity (GICSP, IEC 62443 Specialist), IT Cybersecurity (CISSP, CISM), Ethical Hacking (CEH, ECSA)... Show more

Radovan is a Software Engineer in the Wind Energy sector at Siemens Gamesa, leading global digitalization initiatives that transform corporate business processes across multiple continents. Recognized as a key expert and go-to architect for enterprise-grade Power Platform solutions, SQL architecture, and complex integrations, he designs high-performance, scalable applications that drive real business impact. Radovan shares his expertise with the broader community on LinkedIn, where his posts reach tens of thousands of impressions, and he has over 2,000 followers. His work bridges Power Apps, Power Automate, Power BI, IoT, and data pipelines, making him one of the most knowledgeable voices in enterprise Power Platform architecture worldwide.

Radovan is a Software Engineer in the Wind Energy sector at Siemens Gamesa, leading global digitalization initiatives that transform corporate business processes across multiple continents. Recognized as a key expert and go-to architect for enterpris... Show more

Jitendrudu Lacaraju (Jeetu) is an experienced Geographical Information Systems specialist and a Senior Software Engineer at Timmons Group. Always on the cutting edge, Jeetu is continuously expanding his horizons to new technologies and currently works in the cloud on both AWS and Azure, assuming Senior Software Engineer and Solutions Architect roles. His day-to-day tasks revolve around developing serverless applications, implementing data engineering solutions, managing infrastructure such as code (IaC) and DevOps, developing containerized applications, and more.

His proficiency spans a wide spectrum, primarily focusing on the Geospatial domain utilizing ESRI and open-source GIS technologies. Whether it's spatial data management, processing, analysis, or application development, Jeetu's versatile skill set positions him as a reliable professional in the GIS domain in the field.

Outside of his professional endeavors, Jeetu finds joy in reading, traveling, sports, and outdoor activities.

Jitendrudu Lacaraju (Jeetu) is an experienced Geographical Information Systems specialist and a Senior Software Engineer at Timmons Group. Always on the cutting edge, Jeetu is continuously expanding his horizons to new technologies and currently wor... 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

Mira is a Staff Security/Software Engineer at a unicorn-stage SaaS company running on Microsoft Azure in a multi-cloud environment. As one of the ten architects responsible for both software and security architecture, he shapes the trajectory of a platform built on .NET - from the monolith that carries the business to the emerging microservices that will define its future, while being actively engaged in both business and technical guidance during M&A events.

By day, I navigate the tension between shipping fast and shipping safe across a product surface that now includes LLM-powered features. By night (and early morning, and weekends), I build games, convenience apps, and small tools using every conventional and unconventional AI coding assistant I can get his hands on (I used to do small scoped projects prior to the AI era as well) and I have the experience as both a hobby and a long-running field study in what these tools actually produce.

I speak from the intersection of architecture, security, culture, and hands-on making. I have some production scars, real side-project joy, and very few slides with stock photos.

Mira is a Staff Security/Software Engineer at a unicorn-stage SaaS company running on Microsoft Azure in a multi-cloud environment. As one of the ten architects responsible for both software and security architecture, he shapes the trajectory of a pl... Show more

Freelancing Elixir Developer. Streams Elixir dev on https://twitch.tv/Elixir_Bytes. Meetup organizing extraordinaire. Ex-cook. Ex-cheese-maker.

Freelancing Elixir Developer. Streams Elixir dev on https://twitch.tv/Elixir_Bytes. Meetup organizing extraordinaire. Ex-cook. Ex-cheese-maker. Show more

Ko Turk is a Software Architect, Java Engineer, and Community Lead with more than 15+ years of experience in development, architecture, speaking, and mentoring.

🦊 Voxxed Days Amsterdam conference organiser
👥 JUGLeader @CodeLabJUG
🫶🏻 JFall Programme Committee Member, DevoxxBE Community reviewer

🧑‍💻 Working @CodeLab, assignment @Rabobank.

🎤 Conference speaker, speaks about everything around Java (ok and Typescript 😄)

✍🏻 Loves to blog, and writing articles for the Dutch Java Magazine.

➡️ Website: http://koturk.nl/

Ko Turk is a Software Architect, Java Engineer, and Community Lead with more than 15+ years of experience in development, architecture, speaking, and mentoring. 🦊 Voxxed Days Amsterdam conference organiser 👥 JUGLeader @CodeLabJUG 🫶🏻 JFall Pr... Show more

With over 4 years of experience in the tech and data analytics space, I have contributed significantly to innovative fintech startups across Africa and currently work with a leading fintech company. Beyond my professional role, I am passionate about mentoring and teaching aspiring data professionals. I have collaborated with esteemed edtech organizations such as Tech4Dev and Niyo BootCamp, and have taught over 3,000 students across Africa and the United Kingdom. Additionally, I have worked on impactful data analytics projects with Nasarawa State, FCMB among others, driving data-driven decision-making and innovation. My dedication to continuous learning and community engagement underscores my commitment to advancing the field of data analytics.

With over 4 years of experience in the tech and data analytics space, I have contributed significantly to innovative fintech startups across Africa and currently work with a leading fintech company. Beyond my professional role, I am passionate about ... 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

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

Wanting structure but struggling to maintain it — many people know this feeling, especially in neurodiverse and mixed teams.

As a Power Platform Consultant and blogger at The Raccoon Way, I build solutions for exactly that: pragmatic, hands-on, with real everyday impact. I speak about Power Platform, AI agents and automation — from No-Code to No-Limits.“​​​​​​​​​​​​​​​

Wanting structure but struggling to maintain it — many people know this feeling, especially in neurodiverse and mixed teams. As a Power Platform Consultant and blogger at The Raccoon Way, I build solutions for exactly that: pragmatic, hands-on, wi... Show more

With a background in Architecture and Development Tadeh has supported building large scale projects with diverse teams for over 10 years. By promoting open dialogue, systems thinking, and long term planning he has improved operational efficiencies in all his endeavors. He is a course author, trainer, and open source contributor as well as a speaker at national conferences in technology, architecture, design. He loves to talk about the new possibilities with technology and innovation at everyone’s disposal while building communities along the way.

With a background in Architecture and Development Tadeh has supported building large scale projects with diverse teams for over 10 years. By promoting open dialogue, systems thinking, and long term planning he has improved operational efficiencies in... Show more