Promise Mmanta is a Product Manager with over 4 years of experience building payment, logistics, and fulfillment systems that power real-world operations. She has led the design of platforms spanning driver apps, partner onboarding and KYC workflows, warehousing and fulfillment systems, and transaction and settlement flows.

Her work centers on translating complex operational and financial processes into structured, scalable systems. She has driven improvements in partner activation, automated key workflows, and contributed to revenue growth through the relaunch of a warehousing and fulfillment business line.

More recently, her focus has expanded into API design, payments infrastructure, and AI-driven systems, with a particular interest in how autonomous agents interact with APIs, exposing hidden assumptions in authorization, data governance, and system control.

Promise Mmanta is a Product Manager with over 4 years of experience building payment, logistics, and fulfillment systems that power real-world operations. She has led the design of platforms spanning driver apps, partner onboarding and KYC workflows,... Show more

Teresa is a public speaker, Google Developer Expert (GDE), mentor, and software engineer who is passionate about front-end development and Cloud technology. She has been working with many talented developers to craft various apps and projects throughout the years, and she likes to explore the world of multi-platform, the fun of continuous delivery, and seeing through the product from development to release. 

Teresa is a public speaker, Google Developer Expert (GDE), mentor, and software engineer who is passionate about front-end development and Cloud technology. She has been working with many talented developers to craft various apps and projects through... Show more

With a seven-year career building and leading technical teams in the payments industry, I've seen firsthand how compliance can be a bottleneck to growth. As the Backend Engineering Lead at Mono, I have contributed as an engineering leader on building the open finance and identity infrastructure that powers of African digital businesses. This experience led me to building Tewo, an open-source, AI-native compliance co-pilot. Tewo is built on a single premise: to help businesses close enterprise deals faster. It achieves this by using AI to automate the most complex parts of compliance, including control setup, evidence gathering, and vetting system architecture, turning a major business hurdle into a competitive advantage.

With a seven-year career building and leading technical teams in the payments industry, I've seen firsthand how compliance can be a bottleneck to growth. As the Backend Engineering Lead at Mono, I have contributed as an engineering leader on building... Show more

Kamil Panfil er CFO, styreleder og foredragsholder med bred erfaring fra både oppstartsbedrifter og etablerte selskaper. Han kombinerer solid finansforståelse med praktisk innsikt i teknologi, automatisering og ledelse. Kamil har jobbet med å bygge selskaper fra idé til skalering, ledet digitale transformasjonsprosesser og hjulpet ledere å ta smartere beslutninger raskere. På scenen er han kjent for sin energiske, ærlige og inspirerende stil som gjør komplekse temaer konkrete og relevante – enten det handler om vekst, strategi eller menneskene bak tallene.

Kamil Panfil er CFO, styreleder og foredragsholder med bred erfaring fra både oppstartsbedrifter og etablerte selskaper. Han kombinerer solid finansforståelse med praktisk innsikt i teknologi, automatisering og ledelse. Kamil har jobbet med å bygge s... Show more

Eric has helped thousands of people buy homes, build wealth, and feel confident about one of life’s biggest financial decisions. Since entering the mortgage industry in 2015, he’s closed over $1 billion in home loans and earned a reputation for solving complex financing scenarios with clarity, speed, and care. He also has extensive experience helping veterans use VA IRRRLs to reduce their monthly payments quickly with minimal documentation.

Eric’s approach is deeply shaped by the customer service philosophy in Raving Fans by Ken Blanchard—a book he credits as a major influence in his career. He believes every client deserves more than a smooth transaction—they deserve a standout experience that’s personal, consistent, and always better than expected. That mindset drives everything he does at LendFriend, from how his team communicates to how they show up when things get complicated.

While Eric works with a wide range of homebuyers and homeowners, he has deep expertise in helping clients who fall outside the traditional lending box—self-employed borrowers, real estate investors, crypto holders, and others with unique financial profiles. He specializes in VA, Conventional, and Jumbo loans, as well as Non-QM solutions like bank statement, DSCR, and asset depletion programs.

Whether you're buying your first home or financing your fifth, Eric brings the same thoughtful, personalized approach to every deal. He leads the LendFriend team with a focus on transparency, creativity, and making sure every client walks away feeling like they had someone in their corner from day one.

Eric has helped thousands of people buy homes, build wealth, and feel confident about one of life’s biggest financial decisions. Since entering the mortgage industry in 2015, he’s closed over $1 billion in home loans and earned a reputation for solvi... Show more

Akash Chandra, Founder & CEO of InsightAI (FintechAI), brings over 10+ years of experience in industrial AI with a focus on financial analytics. An alumnus of IIT Kanpur and the University of Texas at Austin, Akash is recognized for his expertise in fintech, large data pipelines, and AI-based fraud detection. As a public speaker on AI/ML and Graph Databases, he has contributed significantly to the field. Akash has shown his leadership in startup environments using his innovative approach to leveraging advanced AI technologies.

Akash Chandra, Founder & CEO of InsightAI (FintechAI), brings over 10+ years of experience in industrial AI with a focus on financial analytics. An alumnus of IIT Kanpur and the University of Texas at Austin, Akash is recognized for his expertise in ... Show more

Itunuoluwa builds data, ML and AI-powered solutions that drive business value. She trained first as a geologist, then pivoted to data science at Deloitte, completed an M.Sc. in Data Science at the University of Calgary, and is now working as a technology consultant at BDO Canada. Her work includes applied ML, data engineering, and LLM deployment with hands-on experience for clients across energy, telecoms, finance, and manufacturing industries.

Itunuoluwa builds data, ML and AI-powered solutions that drive business value. She trained first as a geologist, then pivoted to data science at Deloitte, completed an M.Sc. in Data Science at the University of Calgary, and is now working as a techno... Show more

Phil leads Business Transformation and guides teams through delivery excellence for Logisolve (a V-Soft Consulting Company), a national consulting firm with a wide variety of practice areas, including Public Sector. He has broad and deep experience in Product, Program, Project, and IT Management and Delivery across Financial Services, Banking, Manufacturing, Public Sector, Agriculture, Retail, and Media for 40+ years. He also mentors business leaders and MBA and undergraduate students in their personal and professional growth.

Phil leads Business Transformation and guides teams through delivery excellence for Logisolve (a V-Soft Consulting Company), a national consulting firm with a wide variety of practice areas, including Public Sector. He has broad and deep experience i... Show more

I am an Azure Solutions Architect Expert with over 30 years of experience spanning development, architecture, and cloud infrastructure.
My career started with building complex distributed systems in the financial sector, and for the past decade I have focused on Azure, DevOps, and Infrastructure as Code.
I am particularly passionate about automation, immutable infrastructure, and building cloud platforms that are predictable, repeatable, and resilient by design.
As a Senior Consultant at Konsulentselskapet Ensō AS, I work at the intersection of development and infrastructure — helping teams modernize safely and sustainably.

I am an Azure Solutions Architect Expert with over 30 years of experience spanning development, architecture, and cloud infrastructure. My career started with building complex distributed systems in the financial sector, and for the past decade I ha... Show more

With nearly a decade of experience across sectors such as e-commerce, healthcare, gaming, open-source, and cybersecurity, within both large enterprises and agile startups, Shivam brings a creative, solutions-driven approach to complex challenges. Committed to community engagement, he actively mentors early-career cybersecurity professionals, judges prestigious tech awards, peer-reviews academic research, and contributes to tech-for-good initiatives with nonprofit organizations. He currently leads cloud security efforts at JPMorganChase, driving robust solutions to support the firm’s ongoing growth.

With nearly a decade of experience across sectors such as e-commerce, healthcare, gaming, open-source, and cybersecurity, within both large enterprises and agile startups, Shivam brings a creative, solutions-driven approach to complex challenges. Com... Show more

Dmitry Yanter is an engineering manager with 12+ years at Deutsche Bank, with 20+ years of expertise in multiple companies from research, start ups to enterprise. He is member of International Chamber of Commerce working group that defines digital standards for Trade Finance. Outside of work, Dmitry is serial book club founder and a dedicated sourdough baker, and believer in consistency, taking his yoga mat to conference to keep daily streak alive.

Dmitry Yanter is an engineering manager with 12+ years at Deutsche Bank, with 20+ years of expertise in multiple companies from research, start ups to enterprise. He is member of International Chamber of Commerce working group that defines digital st... Show more

I am a finance professional with extensive experience in finance management, D365 business central ERP implementation for finance and supply chain modules and business transformation.

As an Associate Member of the Institute of Chartered Accountants in England & Wales (ICAEW) and a Fellow Member of the Institute of Chartered Accountants of India (ICAI), I bring a strong grounding in financial management, compliance, and strategic analysis.

Certified as a Project Management Professional (PMP) and Microsoft Dynamics 365 Business Central Solution Architect, I specialize in bridging the gap between finance and technology.

My expertise lies in designing and delivering ERP solutions that streamline financial processes, enhance reporting accuracy, and drive operational efficiency.

I’m passionate about helping organizations modernize their finance functions through digital transformation—aligning technology with business goals to improve performance and enable informed decision-making.

I am a finance professional with extensive experience in finance management, D365 business central ERP implementation for finance and supply chain modules and business transformation. As an Associate Member of the Institute of Chartered Accounta... Show more

I work at the intersection of large-scale data engineering, cloud platforms, and applied AI. I currently build and lead modern data platforms at a major U.S. bank, where I design Lakehouse and streaming architectures that operate at multi-billion-record scale across cloud environments.
My background spans the full evolution of enterprise data systems, from mainframe and Teradata warehouses to cloud-native lakehouses built on Spark, Iceberg, Kafka, and Kubernetes. Over the past decade, my work has focused on building production-grade data platforms: high-throughput ingestion pipelines, real-time analytics systems, and ML-ready data infrastructure used by data scientists, analysts, and AI teams.
In addition to data engineering, I have deep experience in full-stack platform development using Java, Spring Boot, REST APIs, and modern front-end frameworks. This allows me to design data systems not just as pipelines, but as products — complete with APIs, services, governance layers, and developer tooling.
My current interests include open table formats (Apache Iceberg), lakehouse architecture, metadata-driven governance, and building scalable AI-ready data platforms. I enjoy sharing practical lessons from real production systems — what works, what breaks, and how to design data infrastructure that lasts.

I work at the intersection of large-scale data engineering, cloud platforms, and applied AI. I currently build and lead modern data platforms at a major U.S. bank, where I design Lakehouse and streaming architectures that operate at multi-billion-rec... Show more

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

In 2024, I co-founded Get A Financial Life NYC, the first money curriculum specifically designed for the 700,000 students in the NYC public school system. We're now working with 50 city schools to deliver lessons on topics from budgeting to work to investing. And through creative collaboration with individual schools, districts, and key leaders in the NYC Department of Education, we've delivered stipends to students, teachers, and community members.

Along the way, I've learned and observed a ton about how kids interact with money. The fact that they don't see physical cash, and what this means for awareness of their spending; the fact that gambling is often equated with investing; the fact that convenience reigns supreme, even when it runs counter to best financial practices. As one high school junior put it: "When it comes to money, all I have is Cash App and my pocket.” I love discussing topics such as:
- Are young girls or young boys better with money, and is social media to blame?
- What is the actual cost of convenience, and is it worth it?
- What's really behind the rise of youth gambling, prediction markets, the creator economy, and crypto?

At the same time, I've become aware of the growing need for AI/digital literacy. I explore questions in my writing related to tech and society, such as:
- What does it means when your "escape" starts taking up more time than the thing—i.e., real life—that you're escaping from?
- What are the impacts of how technology enables and even fuels rampant misinformation, from white lies (like men lying about their height on dating apps) to the Big Lie?
- What role should AI play in the classroom, if any?

In 2024, I co-founded Get A Financial Life NYC, the first money curriculum specifically designed for the 700,000 students in the NYC public school system. We're now working with 50 city schools to deliver lessons on topics from budgeting to work to i... Show more

I’m a Principal Software Engineer at Mastercard with 18 years of experience across software engineering, data analytics, distributed and large-scale systems. I’ve built and optimized software architectures globally in payments, banking, telecom and manufacturing, worked across multiple countries, and mentored engineers and organizations. I explore AI, Payments, HPC, and emerging technologies to create systems that are scalable, high-performance, efficient, reliable and importantly secure systems.

I’m a Principal Software Engineer at Mastercard with 18 years of experience across software engineering, data analytics, distributed and large-scale systems. I’ve built and optimized software architectures globally in payments, banking, telecom and m... Show more

Amol Agade is a VP-level Platform and DevOps Enablement leader with over a decade of experience building and scaling enterprise CI/CD platforms, SRE practices, and AI-driven automation in regulated environments.

His work focuses on applying artificial intelligence to the software delivery lifecycle—including intelligent pipelines, test optimization, predictive failure detection, policy-as-code, and responsible AI governance for production systems.

Amol has led organization-wide DevOps and reliability transformations, enabling teams to ship software faster, safer, and with higher confidence. He regularly shares practical insights through writing and conference talks on modern DevOps, platform engineering, and AI-enabled operations.

✍️ Writing: https://amolagade.medium.com/

🔗 LinkedIn: https://www.linkedin.com/in/aagade/

Amol Agade is a VP-level Platform and DevOps Enablement leader with over a decade of experience building and scaling enterprise CI/CD platforms, SRE practices, and AI-driven automation in regulated environments. His work focuses on applying artifi... Show more

Jimish Jitendra Kadakia is a seasoned data and analytics professional with over a decade of experience designing and implementing strategic data transformation solutions across diverse industries. His expertise lies in cloud migration, data visualization, modern data stack tools, and business intelligence, with deep proficiency in technologies such as Snowflake, dbt, Alteryx, Tableau, Thoughtspot etc.
Currently serving as a Senior Technical Architect/Solutions Architect at Snowflake, Jimish leads enterprise-grade implementations across sectors like financial services, telecommunications, manufacturing, and fintech. He plays a pivotal role in helping organizations architect complex data solutions, aligning technical delivery with business strategy, and advising executive leadership on future-state architecture, roadmaps and execution plans.
Previously, as a Senior Consultant at Slalom, Jimish co-led the Center of Excellence for Starburst, ThoughtSpot, and dbt. He drove modernization projects using data lakes and cloud platforms, developed visualizations and architecture for cross-industry clients, and mentored consultants across multiple U.S. markets. He also led architectural and engineering efforts at a startup in travel/hospitality, a global telecom firm, and a multinational insurance company, implementing solutions ranging from Snowflake cost optimization to Databricks Medallion architecture.
From 2020 to 2022, Jimish worked at 14 West (an Agora Company) as a Sr. Business Intelligence Developer/Architect, supporting over 700 users and spearheading a large-scale ThoughtSpot cloud migration. His role emphasized business-driven analytics, data democratization, and operational efficiency through BI tools and dashboards.
His earlier experience includes analytics roles at Morgan Stanley and the National Stock Exchange of India, where he honed his expertise in business analysis, risk management, and systems integrations.
Jimish holds a Master’s in Information Systems from the University of Maryland, Baltimore County, and a Bachelor's in Information Technology from the University of Mumbai. He has also completed postgraduate certifications in Business Analytics, AI & Machine Learning, and Fintech. He continues to pursue advanced certifications, including those from AWS, Snowflake, Databricks, and ThoughtSpot.

Jimish Jitendra Kadakia is a seasoned data and analytics professional with over a decade of experience designing and implementing strategic data transformation solutions across diverse industries. His expertise lies in cloud migration, data visualiza... Show more

Senior Software Engineer specialized in software architecture and cloud-native, data-intensive systems within regulated financial environments.

Experience across European digital banks and Brazilian financial institutions, building and operating large-scale platforms for fraud prevention, anti-money laundering (AML), and financial risk monitoring.

Focused on event-driven architectures, real-time data processing, and integration with third-party risk platforms and government infrastructures.

Technical strengths include system reliability, interoperability across heterogeneous platforms, and applied machine learning for anomaly detection.

MBA in Data Science and Analytics (University of São Paulo) and postgraduate degree in Software Architecture. Strong combination of hands-on engineering, architectural thinking, and data-driven decision-making.

Originally from Brazil, based in Barcelona.

Senior Software Engineer specialized in software architecture and cloud-native, data-intensive systems within regulated financial environments. Experience across European digital banks and Brazilian financial institutions, building and operating l... Show more

Stefano Amorelli is a software engineer and lead with 8+ years of experience in hands-on leadership positions for start-ups and scale-ups across the USA and Europe.

Stefano Amorelli is a software engineer and lead with 8+ years of experience in hands-on leadership positions for start-ups and scale-ups across the USA and Europe. Show more

Kosi builds smarter, faster data platforms for the real world. With a background across data science, engineering, and platform management, Kosi now drives data and AI initiatives at a major investment bank. Focused on scaling systems, streamlining workflows, and pushing the boundaries of what data can do, Kosi is passionate about making AI and infrastructure work better, not just bigger.

Kosi builds smarter, faster data platforms for the real world. With a background across data science, engineering, and platform management, Kosi now drives data and AI initiatives at a major investment bank. Focused on scaling systems, streamlining w... Show more

Jiahang Xu is a System Architect at China Merchants Bank. He has over 15 years of unique cross-domain experience working in telecom, automotive, financial industry, startup as a co-founder, and KubeVela maintainer. He's mainly focused on cloud-native application technology practice in recent years. He is seasoned in the cloud native system for GenAI and is responsible for building large-scale financial platform engineering for China Merchants Bank.

Jiahang Xu is a System Architect at China Merchants Bank. He has over 15 years of unique cross-domain experience working in telecom, automotive, financial industry, startup as a co-founder, and KubeVela maintainer. He's mainly focused on cloud-native... Show more

I’m a Senior IT Internal Auditor at American Express Global Business Travel, specializing in cybersecurity governance, risk management, and compliance frameworks including ISO 27001, SOX, and PCI DSS. As a cybersecurity professional who began with hands-on skills in penetration testing, exploit development, and digital forensics before choosing a career in governance, risk, and compliance, I bring a hacker’s mindset into the world of audits.

I’m also the author of a top-ranked digital forensics blog on the Autopsy tool, with over 75,000 views and the #1 spot on Google. Today, I lead the integration of Generative AI into internal audit processes, architecting a multi-phase roadmap that transforms legacy governance systems into dynamic, AI-powered frameworks. Alongside strategy, I actively design techniques for generating highly targeted GenAI prompts, enabling audit teams to extract precise, actionable intelligence while reducing noise and false positives.

By combining hacker-style curiosity with AI-driven execution, I offer a unique perspective on the future of IT audits. My talks challenge the perception of audits as checklist exercises and present a vision for Audit 2.0, where passion-driven professionals and AI together redefine assurance as resilience-building rather than compliance alone.

I’m a Senior IT Internal Auditor at American Express Global Business Travel, specializing in cybersecurity governance, risk management, and compliance frameworks including ISO 27001, SOX, and PCI DSS. As a cybersecurity professional who began with ha... Show more

Lead Data Engineer with extensive experience designing and operating large-scale enterprise data platforms and analytics infrastructure in the financial services industry.

My work focuses on building highly reliable, scalable, and cloud-native data systems that support mission-critical analytics, regulatory reporting, and data-driven decision making.

I specialize in:

• Enterprise data platform architecture

• Modernizing legacy ETL ecosystems into scalable cloud data pipelines

• Distributed data processing and analytics infrastructure

• Data reliability engineering and operational excellence

• Large-scale cloud data platforms using Databricks and Google Cloud

In my current role I contribute to the architecture, modernization, and operational reliability of enterprise data platforms supporting critical banking analytics workloads.

I frequently collaborate with cross-functional engineering teams, architects, and business stakeholders to deliver secure, compliant, and scalable data solutions that align with long-term platform strategy.

My professional interests include:

• Data platform reliability engineering

• Cloud-native analytics architectures

• Scalable data pipeline orchestration

• Data engineering automation and observability

Lead Data Engineer with extensive experience designing and operating large-scale enterprise data platforms and analytics infrastructure in the financial services industry. My work focuses on building highly reliable, scalable, and cloud-native dat... Show more

With over 16 years of experience as a software and solutions architect, I specialize in modernizing large-scale financial systems through cloud transformation and AI-driven innovation. My work spans enterprise architecture, secure cloud modernization, and the responsible adoption of intelligent systems within regulated environments. I have led critical banking platform migrations, designed reusable architectural frameworks, and delivered scalable cloud solutions for major U.S. financial institutions.

With over 16 years of experience as a software and solutions architect, I specialize in modernizing large-scale financial systems through cloud transformation and AI-driven innovation. My work spans enterprise architecture, secure cloud modernization... Show more

Bruno is a seasoned professional with over 20 years of experience in leading companies across the banking, telecommunications, insurance and financial markets sectors. Starting his career in software engineering, his focus quickly evolved towards a profound understanding of business process visions, solution architecture design, and the strategic delivery of quality information to decision-makers.

He holds an MBA specialization in Artificial Intelligence and Big Data from the University of São Paulo (ICMC/USP), where his thesis laid the theoretical groundwork for the presented Meta-Architecture. This research culminated in an article submitted (PROPOR 2026), demonstrating his commitment to bridging academic rigor with practical enterprise solutions. He is currently pursuing a Master's degree in Information Science at UFSCar, deepening his expertise in knowledge management and semantic design.

His core expertise lies in Data and Process Strategy, Corporate Architecture, and holistic Solution Design, always focusing on translating complex data and architectural insights into actionable business decisions. This blend of technical foundation (AI, Graph) and methodological rigor (Information Science) positions him as a strong advocate for building resilient, trustworthy, and governed AI systems, such as the Neo4j Intelligent Proxy presented in this session.

Bruno is a seasoned professional with over 20 years of experience in leading companies across the banking, telecommunications, insurance and financial markets sectors. Starting his career in software engineering, his focus quickly evolved towards a p... Show more

Ériko Moreira atua como gestor no Banco do Nordeste (BNB), liderando atualmente iniciativas de modernização tecnológica de sistemas de informação, com forte ênfase em transformação ágil e evolução de arquitetura.

Com mais de 20 anos de experiência em Engenharia de Software, Ériko tem se destacado, desde 2015, na liderança de processos de gestão e transformação organizacional, especialmente na adoção e escalabilidade de metodologias ágeis em ambientes corporativos complexos. Ao longo de sua trajetória no BNB, atuou como PMO de TI, conduzindo a implantação de práticas ágeis em projetos e processos institucionais, além de participar ativamente da concepção de modelos inovadores de contratação orientados a desenvolvimento ágil de software.

Na academia, contribuiu como professor em cursos de graduação e pós-graduação nas áreas de Engenharia de Software, Gestão de Projetos e Agilidade, mantendo-se atualmente como professor convidado em programas de pós-graduação, onde compartilha experiências práticas sobre transformação digital e agilidade organizacional.

É mestre e bacharel em Ciência da Computação pela Universidade Federal do Ceará (UFC) e possui MBAs em Gestão Empresarial e Gestão de Projetos pela Fundação Getulio Vargas (FGV).

Ériko Moreira atua como gestor no Banco do Nordeste (BNB), liderando atualmente iniciativas de modernização tecnológica de sistemas de informação, com forte ênfase em transformação ágil e evolução de arquitetura. Com mais de 20 anos de experiência... Show more

Seetaram Rayarao is a Vice President and Senior Lead Engineer at JP Morgan Chase with over 18 years of experience driving innovation in cloud computing, AI, and microservices. He leads transformative projects, including the LLM Suite, integrating Generative AI frameworks such as LangChain and LangGraph with enterprise cloud solutions to deliver scalable, AI-driven applications. A Delaware AWS Community Leader (AWS Builder), Seetaram is an invited speaker at the New York AI Summit, where he presented on real-world enterprise adoption of Generative AI and agent-based systems, sharing practical lessons on scaling, governance, and measurable business impact. He is also a speaker at AI4, contributing advanced insights on production-ready AI architectures, RAG systems, and evaluation frameworks used in regulated financial environments.

Seetaram Rayarao is a Vice President and Senior Lead Engineer at JP Morgan Chase with over 18 years of experience driving innovation in cloud computing, AI, and microservices. He leads transformative projects, including the LLM Suite, integrating Gen... Show more

Shalini Sivasamy is a Senior AI & Machine Learning Engineer specializing in building scalable, enterprise-grade artificial intelligence solutions across financial services and cloud ecosystems. Currently contributing to advanced AI initiatives at leading institutions, she focuses on leveraging Generative AI, Agentic AI, and Retrieval-Augmented Generation (RAG) to transform complex business workflows and decision-making processes.

With deep expertise in machine learning, natural language processing, and intelligent document processing, Shalini has developed production-ready AI systems that enhance operational efficiency, reduce processing time, and unlock actionable insights from unstructured data. Her work spans end-to-end AI system design from model development and evaluation to deployment using cloud-native architectures.

A strong advocate for responsible and trustworthy AI, Shalini actively explores challenges related to model reliability, governance, and real-world deployment of large language models. She has authored peer-reviewed publications and contributed to academic and industry research, while also serving as a reviewer for international conferences and journals in AI and data science.

Beyond her technical contributions, Shalini is a recognized thought leader and speaker in AI innovation, frequently sharing insights on enterprise RAG systems, agentic workflows, and AI-driven transformation in financial institutions. Her unique ability to bridge traditional software engineering with cutting-edge AI makes her a key voice in advancing intelligent, scalable, and responsible AI solutions.

Shalini Sivasamy is a Senior AI & Machine Learning Engineer specializing in building scalable, enterprise-grade artificial intelligence solutions across financial services and cloud ecosystems. Currently contributing to advanced AI initiatives at lea... Show more

Staff Engineer at E.SUN Bank and a Certified Kubernetes Administrator (CKA). Dedicated to managing hybrid Kubernetes platforms and advancing the frontier of Sustainable Cloud-Native Infrastructure. Focusing on the integration of GreenOps and FinOps into modern engineering practices, ensuring that platform optimization drives both business value and environmental sustainability.

Staff Engineer at E.SUN Bank and a Certified Kubernetes Administrator (CKA). Dedicated to managing hybrid Kubernetes platforms and advancing the frontier of Sustainable Cloud-Native Infrastructure. Focusing on the integration of GreenOps and FinOps i... Show more