Energy & Basic Resources

Valued experts focusing on the exploration, production, and management of energy sources and raw materials

Shivangi Dhakad

Shivangi Dhakad

Shivangi Dhakad is a Data & AI leader focused on turning AI ambition into real-world systems. She leads Data, ML, and GenAI engineering and drives enterprise AI strategy at Eneco, working on large-scale platforms that enable data-driven decision-making in the energy transition.

Previously, she held senior engineering leadership roles at Booking.com, building and scaling data platforms & data products that power critical business decisions, and started her career as a software and machine learning engineer at companies like Microsoft, Directi and Morgan Stanley.

She also deeply cares about psychological safety in the workplace, people empowerment, diversity & inclusion and career growth topics and likes to advise and mentor on these topics. Her talks focus on why most companies struggle to become AI-first, what breaks when AI meets reality, and how to design data and ML platforms that survive beyond experimentation.

Shivangi Dhakad is a Data & AI leader focused on turning AI ambition into real-world systems. She leads Data, ML, and GenAI engineering and drives enterprise AI strategy at Eneco, working on large-scale platforms that enable data-driven decision-maki... Show more

Andrei Mungiu

Andrei Mungiu

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

Fabrizio Pischedda

Fabrizio Pischedda

Fabrizio is the founder and Managing Partner of M-HUB, an international boutique consulting firm specializing in growth and scaling for global organizations.

With over 23 years of experience at the helm of international management consulting, he has led some of the most ambitious transformations on the global stage, generating measurable value for organizations operating on an international scale in the energy, transportation, telecommunications, manufacturing, and public sectors.
Before founding M-HUB, he held senior leadership roles at Arthur D. Little, BearingPoint, and Capgemini Invent, serving as Vice President, Chief Strategy Officer, and Head of Intelligent Industry, building a reputation as a growth architect for complex organizations seeking to scale in a structured and sustainable manner.

His approach combines strategic rigor with executive capability: he knows how to identify where an organization’s hidden value lies, how to unlock it, and how to create the conditions so that growth is not a one-off event, but a system. He has worked with the leadership of some of the world’s largest industrial and service companies, delivering concrete results in highly complex, high-stakes environments.

With M-HUB, he has translated this experience into a model focused on one thing: helping organizations truly grow and scale intelligently.

Fabrizio is the founder and Managing Partner of M-HUB, an international boutique consulting firm specializing in growth and scaling for global organizations. With over 23 years of experience at the helm of international management consulting, he h... Show more

Javi Hernández Braña

Javi Hernández Braña

Today's complex environment demands leadership that not only understands change but thrives on it. I collaborate with #teams and #organizations to develop an #agile culture centred on adaptability and continuous learning, ensuring they are fully prepared to adapt and excel in ever-evolving circumstances.

Today's complex environment demands leadership that not only understands change but thrives on it. I collaborate with #teams and #organizations to develop an #agile culture centred on adaptability and continuous learning, ensuring they are fully prep... Show more

Matt Miner

Matt Miner

I have 20 years of experience in organizational leadership across many different verticals including health, payments, communications, and energy; with a particular passion for cultivating high-performing teams and individuals. I have a BS in Computer Engineering from Purdue University and have been working in technology companies in the Chicagoland area and globally. I am currently CEO and Co-Founder @ Entalas.

I have 20 years of experience in organizational leadership across many different verticals including health, payments, communications, and energy; with a particular passion for cultivating high-performing teams and individuals. I have a BS in Compute... Show more

Reneida Leon

Reneida Leon

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

Bhargav Shetgaonkar

Bhargav Shetgaonkar

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

Ashwini Mahendiran

Ashwini Mahendiran

Ashwini Mahendiran is a versatile professional with a Master's degree specialized in AI and over four years of experience in full-stack AI development and data science. With a proven track record of winning multiple hackathons and research expos, Ms. Mahendiran excels in driving innovation and delivering impactful solutions. Her expertise lies at the intersection of Data, AI, and Software Development, where she leverage cutting-edge technology to address complex challenges. Known for her collaborative approach and strong communication skills, Ms. Mahendiran thrives in dynamic environments, inspiring teams to achieve ambitious goals. Committed to Responsible and Ethical AI, Ms. Mahendiran is passionate about shaping a more inclusive and sustainable future in the tech industry.

Ashwini Mahendiran is a versatile professional with a Master's degree specialized in AI and over four years of experience in full-stack AI development and data science. With a proven track record of winning multiple hackathons and research expos, Ms... Show more

Hernan Huwyler

Hernan Huwyler

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

Réka Leisztner

Réka Leisztner

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

Gopinath Rajamanickam

Gopinath Rajamanickam

Gopinath Rajamanickam is a seasoned IT professional with 20 years of experience spanning QA leadership, enterprise web application development, cloud engineering, DevOps, automation, and large-scale program delivery. He currently serves as an Expert Test Lead for the Advanced Distribution Management System (ADMS) program at Pacific Gas & Electric, where he leads QA strategy, system integration testing, UAT, risk-based testing, and operational readiness initiatives for critical utility systems. His expertise includes validating complex integrations across platforms such as MuleSoft, ABB, PI, and GIS, while leveraging AI/ML-driven analytics, Python automation, JIRA/Zephyr data, and Power BI dashboards to improve test prioritization, defect analysis, and release quality.
Earlier in his career, Gopinath worked extensively as a full-stack web developer and test consultant for enterprise programs at Pacific Gas & Electric and Microsoft, building scalable applications using React, Java, .NET, C#, SQL, Python, and AWS cloud services. He has strong experience with CI/CD, Jenkins, Docker, Terraform, Ansible, Selenium, Git, and Agile delivery practices. A certified PMP, AWS Solutions Architect Associate, Certified Scrum Master, Salesforce Administrator, and CSTE, Gopinath brings a strong combination of technical depth, quality engineering leadership, stakeholder management, and domain expertise across utilities, supply chain, CRM, and banking.

Gopinath Rajamanickam is a seasoned IT professional with 20 years of experience spanning QA leadership, enterprise web application development, cloud engineering, DevOps, automation, and large-scale program delivery. He currently serves as an Expert ... Show more

Jens Thirmeyer

Jens Thirmeyer

As a Solution Architect and former CTO in the green technology sector, I specialize in delivering value to customers across the domains of **AI, IoT, and IT security**. My expertise lies in translating complex technical concepts into practical solutions that drive innovation and sustainability. With a track record of successful projects and a passion for cutting-edge technologies, I am committed to shaping a greener, smarter future.

As a Solution Architect and former CTO in the green technology sector, I specialize in delivering value to customers across the domains of **AI, IoT, and IT security**. My expertise lies in translating complex technical concepts into practical soluti... Show more

Mayowa Olokun

Mayowa Olokun

Mayowa is a cloud data practitioner and machine learning engineer with over 6 years
of hands-on experience designing, securing, and scaling data infrastructure across some of the most demanding environments in finance, retail, healthcare, and technology, with clients and institutions spanning the United Kingdom and beyond.

What sets Mayowa apart is a rare ability to operate fluently across the full data stack, from raw ingestion and pipeline architecture to predictive modelling and executive-level insight delivery while keeping security and data integrity at the centre of every decision. This is not a perspective borrowed from textbooks; it is earned from building real-time fraud detection systems, hardening cloud analytics platforms, and leading cross-functional teams through complex, high-stakes data transformations.

Currently with Amdari in the United Kingdom, Mayowa works with global clients across banking, retail, and technology to design ML pipelines and cloud data architectures that are production-ready, scalable, and resilient. Previous roles at Vista Technologies and Classic Systems Infotech reinforced a career-long conviction that the greatest risk in any data system is not what you know is broken, it is what you have silently trusted without question.

Mayowa holds an MSc in Automation, Control and Robotics from Sheffield Hallam
University (UK), is a certified Full Stack Data Science practitioner, and has contributed to peer-reviewed research in intelligent systems and applied machine learning. As a former academic who supervised AI research and delivered university-level instruction in Python, SQL, and data engineering, Mayowa brings a clarity of communication to technically complex topics that makes them accessible, urgent,
and immediately applicable.

A firm believer that security is everyone's problem and data is everyone's responsibility, Mayowa brings to BSides Brighton a talk that challenges the audience to stop trusting their pipelines and start proving them.

Mayowa is a cloud data practitioner and machine learning engineer with over 6 years of hands-on experience designing, securing, and scaling data infrastructure across some of the most demanding environments in finance, retail, healthcare, and techn... Show more

Vara Bonthu

Vara Bonthu

Vara Bonthu is a Principal Technologist for Open Source – Data, AI & Kubernetes at AWS, and a CNCF Maintainer for the Kubeflow Spark Operator and MCP Server for Spark History Server. He leads the Data-on-EKS and AI-on-EKS open-source initiatives, helping organizations architect and scale distributed data and AI workloads on Kubernetes.
With hands-on experience managing Spark deployments across thousands of nodes and hundreds of thousands of pods, Vara focuses on performance optimization, workload resiliency, and AI-driven observability for cloud-native data frameworks including Apache Spark, Ray, and Kubeflow. He actively contributes to CNCF and open-source communities, advancing standards for scalable data processing, AI inference, and agentic AI systems on Kubernetes.

Vara Bonthu is a Principal Technologist for Open Source – Data, AI & Kubernetes at AWS, and a CNCF Maintainer for the Kubeflow Spark Operator and MCP Server for Spark History Server. He leads the Data-on-EKS and AI-on-EKS open-source initiatives, hel... Show more

Dennis Pockrandt

Dennis Pockrandt

As a Functional Safety Manager, I bring more than seven years of experience in implementing and optimizing functional safety processes. My expertise includes in-depth knowledge of the ISO 26262 and IEC 61508 standards, as well as the ability to design efficient, robust, and future-proof safety processes. In my current role, I support companies in successfully delivering complex projects with a strong focus on regulatory compliance, process efficiency, and engineering excellence.

With a hands-on approach and a strong emphasis on consulting and implementation, I help teams optimize development processes and establish sustainable solutions. I am passionate about applying systematic engineering principles and targeted measures across management, verification, and documentation to ensure the safety, reliability, and compliance of technical systems.

As a Functional Safety Manager, I bring more than seven years of experience in implementing and optimizing functional safety processes. My expertise includes in-depth knowledge of the ISO 26262 and IEC 61508 standards, as well as the ability to desig... Show more

Amodh Yadav

Amodh Yadav

Kumar Amodh Yadav is an Oracle Certified Professional with over 13 years of experience in Oracle E-Business Suite (EBS) implementation, development, and administration. Currently serving as Enterprise Applications Engineer III at The Medical College of Wisconsin, he brings extensive expertise in Oracle HRMS, Self-Service HR (SSHR), Payroll, and related enterprise applications.
Throughout his career, Kumar has completed 3 full-cycle Oracle HRMS R12 implementations and 5+ support and enhancement projects as a Techno-Functional Consultant. His technical proficiency spans Oracle HRMS APIs, SQL, PL/SQL, Oracle Forms development, XML Publisher Reports, BI Publisher, and Oracle Workflow customization.
Kumar has delivered solutions for organizations across diverse industries including healthcare, higher education, oil & gas, and manufacturing, serving clients in the USA, Middle East, and India. His experience includes designing custom interfaces with third-party systems, developing RICE components, and participating in Oracle EBS upgrades from R12.1.3 to R12.2.9.
Based in New Berlin, Wisconsin, Kumar holds a Bachelor of Engineering degree from Rajiv Gandhi Proudyogiki Vishwavidyalaya and maintains active engagement with the Oracle community through participation in HEUG and Oracle World conferences.

Kumar Amodh Yadav is an Oracle Certified Professional with over 13 years of experience in Oracle E-Business Suite (EBS) implementation, development, and administration. Currently serving as Enterprise Applications Engineer III at The Medical College ... Show more

Daniel Paillet

Daniel Paillet

Daniel Paillet is Senior Prinicple Cybersecurity Architect in Schneider Electric’s Energy Business Unit, focusing on secure‑by‑design solutions for energy and industrial systems. His experience spans U.S. Department of Defense programs and complex IT and OT environments across critical infrastructure, banking, retail, and point‑of‑sale systems. Daniel holds CISSP, CCSK, CEH, and ISA/IEC 62443 Cyber Security Expert certifications. He is a Senior Member of the International Society of Automation, an active contributor to ISA/IEC working groups, a member of the EC‑Council Global Advisory Board for Ethical Hacking, a published author, and has presented at industry security conferences on industrial cybersecurity and IEC 62443 adoption.

Daniel Paillet is Senior Prinicple Cybersecurity Architect in Schneider Electric’s Energy Business Unit, focusing on secure‑by‑design solutions for energy and industrial systems. His experience spans U.S. Department of Defense programs and complex IT... Show more

Luiz Gustavo Ribeiro

Luiz Gustavo Ribeiro

Senior Solutions Architect na Minsait, criador do AWS Local Simulator (projeto open-source MIT que simula 18 serviços AWS localmente) e AWS Community Builder for Serverless. Com 12 certificações AWS e mais de 30 anos de experiência em tecnologia, dedica-se a democratizar o acesso ao desenvolvimento em nuvem através de software livre.

Senior Solutions Architect na Minsait, criador do AWS Local Simulator (projeto open-source MIT que simula 18 serviços AWS localmente) e AWS Community Builder for Serverless. Com 12 certificações AWS e mais de 30 anos de experiência em tecnologia, ded... Show more

Jeffrey Osier-Mixon

Jeffrey Osier-Mixon

Nathan Egge is an engineering manager at Google. He is co-chair of the RISE Project Technical Steering Committee.

Nathan Egge is an engineering manager at Google. He is co-chair of the RISE Project Technical Steering Committee. Show more

D. Beth Griffith

D. Beth Griffith

Beth Griffith, BAP, GIP, HIC, LEED, is the founder of Renewable Renegades and ANEC Ventures, where she helps mission-driven organizations responsibly adopt AI, automation, and clean energy strategies that strengthen people, systems, and communities.

Working at the intersection of responsible AI, workforce development, renewable energy, and inclusive business growth, Beth brings a practical, human-centered lens to emerging technology. Her work focuses on helping governments, nonprofits, NGOs, public sector teams, and small businesses build AI capacity without losing sight of trust, accountability, and human dignity.

Beth brings a people-first perspective on agentic AI: how organizations can design AI agents with the right guardrails, increase human capital through AI capital, and build systems that elevate workers, leaders, and the communities they serve.

Beth Griffith, BAP, GIP, HIC, LEED, is the founder of Renewable Renegades and ANEC Ventures, where she helps mission-driven organizations responsibly adopt AI, automation, and clean energy strategies that strengthen people, systems, and communities. ... Show more

Mohan kumar Dalai

Mohan kumar Dalai

Mohan Kumar Dalai is a seasoned EAM Integration Architect with over 18 years of experience designing and delivering enterprise-scale data integration and migration solutions. Based in Virginia, USA, he has built a distinguished career at the intersection of Enterprise Asset Management (EAM), ETL/ELT processes, and cloud-based integration, serving clients across the Oil and Gas, Energy, Chemical, Banking, Insurance, and Healthcare industries.
Mohan currently serves as a Staff Software Engineer at GE Vernova, a role he has held since December 2016, where he architects end-to-end integration solutions connecting EAM platforms with Asset Performance Management (APM) systems. His work spans some of the most widely used EAM suites in the industry, including SAP ECC, SAP HANA, IBM Maximo, and Oracle EAM, as well as platforms such as AVANTIS and Direct Line Megamation. He has successfully delivered integration projects for more than 25 enterprise, multi-domain customers globally and has led data migration initiatives involving over 50 million records, most notably improving data accuracy by 40% for a major utility during a global asset data migration.
His technical expertise spans a wide range of integration and data tools, including Boomi, Talend, IBM DataStage, and Informatica, as well as cloud platforms such as Microsoft Azure and Amazon Web Services. Mohan is skilled in multiple programming languages, including Python, Java, SQL, PL/SQL, C#, and Unix Shell Scripting, and has hands-on experience with databases such as Oracle, Teradata, DB2, PostgreSQL, and SQL Server. He also brings knowledge of Big Data technologies, including Pig, Hive, and Sqoop, as well as web services standards such as SOAP and XML.
Before GE Vernova, Mohan held integration and architecture roles at Meridium Inc., USM Business Systems, AnalytixDS, and Logikal Consulting, where he consistently drove improvements in ETL performance, workflow automation, and data architecture. Earlier in his career, he contributed to software product development at IBM India Private Limited and ITC Infotech.
Mohan holds a Master of Technology in Computer Science & Engineering from the Indian Institute of Technology (IIT) Roorkee, where he graduated with a CGPA of 8.14, as well as a Bachelor of Technology in Computer Science & Engineering from Jawaharlal Nehru Technological University. He is also a certified IBM Data Science Professional (May 2025).

Mohan Kumar Dalai is a seasoned EAM Integration Architect with over 18 years of experience designing and delivering enterprise-scale data integration and migration solutions. Based in Virginia, USA, he has built a distinguished career at the intersec... Show more

Lucía Villaverde Soler

Lucía Villaverde Soler

Business Intelligence and Power BI Developer

Business Intelligence and Power BI Developer Show more

Arne Bartels

Arne Bartels

20+years of database and DataWarehouse development

20+years of database and DataWarehouse development Show more

Vimaladhithan Salem Marimuthu Rajagopal

Vimaladhithan Salem Marimuthu Rajagopal

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

Sankalp Gilda

Sankalp Gilda

Sankalp Gilda is a Staff ML Engineer and independent researcher focused on epistemic accountability and structured reasoning for AI-assisted workflows in regulated and high-stakes domains. He holds a PhD in Astronomy and has six-plus years of production data science experience spanning time-series analysis, uncertainty quantification, and MLOps -- most recently driving AI for electric-vehicle systems in greentech as well as in oil and gas.

He created tsbootstrap, an open-source Python library for bootstrapped time-series resampling (87+ stars, sktime-integrated), and gave its tutorial at SciPy 2024. His other public OSS spans the security and developer-safety ecosystem -- idna-ip-literal-smuggle-rules, a CodeQL/Semgrep ruleset and gopatch auto-fix codemod for a Go IDNA-canonicalization bug class (UTS-46 digit-fold IP-literal smuggling) he privately disclosed to the Go team in April 2026, and mcp-keyring-injector for session-scoped credential safety in MCP environments. Recent research includes workshop papers at ICLR 2026 -- Logical Reasoning of LLMs (algebraic invariants for LLM reasoning chains and weakest-link reliability propagation) and AI in Finance (epistemic accountability and generator-ratifier disjointness for agentic financial AI). He builds Verity, a reasoning-layer system for AI coding assistants in regulated environments, currently in private development.

Outside work he's drawn to high-commitment activities -- skydiving, scuba diving, kitesurfing -- that reward the same combination of careful preparation and decisive action that good engineering does. He consults across industries through DeepThought Solutions on AI governance, structured reasoning, and ML-for-regulated-domains problems.

Sankalp Gilda is a Staff ML Engineer and independent researcher focused on epistemic accountability and structured reasoning for AI-assisted workflows in regulated and high-stakes domains. He holds a PhD in Astronomy and has six-plus years of product... Show more

Charis Charalampidi

Charis Charalampidi

Charis is a senior business intelligence analyst and consultant and the founder / co-organiser of PgGreece, the first Greece PostgreSQL Users Group.

With a long-standing interest in sciences, the arts and different cultures, she brings a diverse and cross-cultural perspective to community building and collaboration in global open-source ecosystems.

Charis is a senior business intelligence analyst and consultant and the founder / co-organiser of PgGreece, the first Greece PostgreSQL Users Group. With a long-standing interest in sciences, the arts and different cultures, she brings a diverse ... Show more

Jean Marie Sadio

Jean Marie Sadio

I'm a Lead Data Engineering Consultant at Sopra Steria Next, focused on Microsoft Fabric, Power BI, Azure Data platforms, and modern analytics architectures.
He supports organizations in designing scalable data platforms, improving governance, optimizing performance, and accelerating their data transformation journey.
I'm also an active Microsoft Fabric Community contributor and recognized Microsoft Fabric Super User.

I'm a Lead Data Engineering Consultant at Sopra Steria Next, focused on Microsoft Fabric, Power BI, Azure Data platforms, and modern analytics architectures. He supports organizations in designing scalable data platforms, improving governance, optim... Show more

Prashant Prashant

Prashant Prashant

Prashant has a Bachelors and Masters in IT from India and 17 years of IT experience in Canada across various industry verticals. He works as a Senior Cyber Security Advisor for a Fortune 500 company. He calls himself a self-styled geek with a purpose. He likes to support the budding cyber talent, share his experience and continue to progress the Cyber Security discipline in industry, academia and research fields. He considers himself a problem solver in solving interesting IT problems for the betterment and progress of human society.

He is an Information Security (IS) Leader, Specialist and Teacher with proven expertise in managing information security in several businesses including power, oil and gas, healthcare, government, retail and technology sectors.

He subscribes to a holistic approach in practicing Information Security architecture, Security Operations, Information Risk Management, Operational and Industrial Control System Security (OT/ICS) and Information Security Audits. Takes pride in driving IS programs to meet enterprise objectives and act as a trusted Cyber Advisor to the lines of business with regards to cyber risk. He prides himself in being able to balance stakeholder’s expectations to deliver projects against individual groups’ expectations in IT departments. He is a Subject matter expert in several aspects of Cyber Security including but not limited to Threat Assessment & Vulnerability Management, Risk Management, Incident Management, Operational Processes, and Architecture.

He has numerous research papers in the field of Quantum Computing, Youtube channel and videos on Quantum Computing, OT Security among others. He has presented in multiple IT and Security conferences over the years such as CIPS, ISACA Edmonton, B-Sides Edmonton, B-Sides Calgary, and Public Safety Canada ICS Symposium as mentioned below. He also has a passion of teaching Cyber Security courses in Northern Alberta Institute of Technology (NAIT) and Concordia University of Edmonton (CUE) to Bachelors and Master of Information Security Management students.

He likes to play chess, hike and camp in the mountains alone and ponder over the purpose of life and nature.

Prashant has a Bachelors and Masters in IT from India and 17 years of IT experience in Canada across various industry verticals. He works as a Senior Cyber Security Advisor for a Fortune 500 company. He calls himself a self-styled geek with a purpose... Show more

Vidura Wijekoon

Vidura Wijekoon

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

Matthias Rochtus

Matthias Rochtus

Matthias Rochtus, experienced public speaker and Data Scientist.
Main fields of expertise are Geospatial research, data engineering & CI/CD , Predictive Maintenance and Retrieval Augmented Generation (LLMs)

Matthias Rochtus, experienced public speaker and Data Scientist. Main fields of expertise are Geospatial research, data engineering & CI/CD , Predictive Maintenance and Retrieval Augmented Generation (LLMs) Show more

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