Strategic technology leader with 19+ years of experience driving product innovation for platforms used by millions. Expert in scaling engineering organizations, architecting high-concurrency systems, and bridging the gap between deep technical excellence (GDE, MVP) and business-centric growth. Proven track record in Fintech, SaaS, and AI-driven automation.

Leadership - Engineering Strategy, Product Roadmap, Talent Acquisition and Mentorship, P&L Management.

Architecture - System Design at Scale, Microservices, Cloud Infra (AWS/GCP/Azure), Distributed Systems.

Innovation - Generative AI/LLMs (RAG), Graph Databases (Neo4j), Performance Engineering.

Strategic technology leader with 19+ years of experience driving product innovation for platforms used by millions. Expert in scaling engineering organizations, architecting high-concurrency systems, and bridging the gap between deep technical excell... Show more

Gavita Regunath is the Chief AI Officer with Advancing Analytics and a dual Microsoft AI MVP and Databricks MVP. She has a PhD in Computational and Experimental Fluid Dynamics andhas spent more than a decade transforming data into high-impact solutions in aeronautics, automotive, finance, and agritech. Gavita is addicted to learning and in her spare time when she is not blogging or talking about AI, she enjoys being a mother, going for a run and cooking something new.

Gavita Regunath is the Chief AI Officer with Advancing Analytics and a dual Microsoft AI MVP and Databricks MVP. She has a PhD in Computational and Experimental Fluid Dynamics andhas spent more than a decade transforming data into high-impact solutio... Show more

With more than 25 years of experience in the world of data and, especially in the automation of processes to guarantee the availability of information following the quality and defined standards.

In my career I have been able to give free rein to two of my passions. The first, lead the transformation of teams and work models, based on the automation of processes.
The second, to share and disseminate my knowledge and experiences, about the world of data, and specifically, regarding the integration of systems, analysis and visualization of information.

With more than 25 years of experience in the world of data and, especially in the automation of processes to guarantee the availability of information following the quality and defined standards. In my career I have been able to give free rein to ... Show more

Mely Lerman is working for more than sixty years in Insurance IT and has in-depth knowledge of Life Insurance and Health Insurance.
He started to work with Fortran then COBOL, SmallTalk to our days Python and JavaScript. Brazilian, lived fifty years in Israel then one year in Portugal and now for the last four years in Spain. His work experience extends to UK, Switzerland, France, Germany, Brazil and Israel.
Speaks English, French, Portuguese, Hebrew, Spanish, and Italian.

Mely Lerman is working for more than sixty years in Insurance IT and has in-depth knowledge of Life Insurance and Health Insurance. He started to work with Fortran then COBOL, SmallTalk to our days Python and JavaScript. Brazilian, lived fifty year... Show more

Aman Sardana is a technology professional in the financial services and payments domain. He is a hands-on technology leader, enabling business capabilities by implementing cutting-edge, modernized technology solutions. He is skilled in designing, developing, and implementing innovative financial technology solutions that drive business results and establish best-in-class operations.

Aman did his Masters in Information Technology from Northwestern University. This unique program straddles between the business and technical side of information technology, focusing on data mining, information security, enterprise architecture, statistics, innovation, marketing and finance.

Aman Sardana is a technology professional in the financial services and payments domain. He is a hands-on technology leader, enabling business capabilities by implementing cutting-edge, modernized technology solutions. He is skilled in designing, dev... Show more

o Advisory on digital transformation (Kit Consulting, Kit Digital, ISO 27001)
o Development of interactive data visualization tools (Power BI / Fabric)
o Automation and optimization of internal business processes (Power Automate / Azure)
o Implementation of artificial intelligence solutions (Power Apps, API, WSDL, LLM, MCP)

o Advisory on digital transformation (Kit Consulting, Kit Digital, ISO 27001) o Development of interactive data visualization tools (Power BI / Fabric) o Automation and optimization of internal business processes (Power Automate / Azure) o Impleme... Show more

I am a seasoned Solution Architect with over a decade of experience in delivering technology solutions within the Non-profit, Medical, and Investment firm industries. My expertise spans a mix of consulting and industry-specific roles. In these positions, I have successfully designed and executed numerous projects involving Microsoft products, including Dynamics CRM for Sales, Service, and Marketing, as well as Office 365 Administration. Additionally, I have been actively engaged in the community, contributing my skills and knowledge to further our collective goals.

I am a seasoned Solution Architect with over a decade of experience in delivering technology solutions within the Non-profit, Medical, and Investment firm industries. My expertise spans a mix of consulting and industry-specific roles. In these positi... Show more

Samuel is a Google Developer Expert for Flutter and Dart, a senior mobile engineer at Busha and a product engineer at Nexlab Studios. Samuel has over 8 years of experience in the software industry having worked in the banking space, crypto space, finance, mobility, to mention a few.

He is a co-organizer of the Flutter Lagos and Flutter Akure communities, as well as the Google Developers Group Akure.

Passionate about open-source technologies and building developer tooling, Samuel enjoys sharing knowledge through technical articles and speaking at events and conferences. Outside of coding, Samuel is an avid gamer, lover of anime.

Samuel is a Google Developer Expert for Flutter and Dart, a senior mobile engineer at Busha and a product engineer at Nexlab Studios. Samuel has over 8 years of experience in the software industry having worked in the banking space, crypto space, fin... Show more

Edwige is an accomplished technologist deeply committed to promoting diversity and inclusion in STEM* (Science, Technology, Engineering and Mathematics). She holds a BSc in mathematics and an MSc in Computer Science from the University Lyon 1 (France), with a FinTech oriented educational background. With years of experience in various roles, including mobile development and banking applications, Edwige has navigated through many technologies and business domains. Since joining Swissquote in 2012, she has contributed to technical stacks and software delivery across multiple domains and layers, from Banking operations to Trading Systems Management. Her unwavering dedication to excellence, best practices and innovative perspective earned her a promotion to Vice Director in 2022, where she now oversees Methodologies, Program Management and Tech Talent teams within Software Engineering.
Despite her many accomplishments, Edwige remains eager to learn from others. She actively contributed to many talks, in Switzerland, or at International for Women In Tech or Lead Dev track!

Edwige is an accomplished technologist deeply committed to promoting diversity and inclusion in STEM* (Science, Technology, Engineering and Mathematics). She holds a BSc in mathematics and an MSc in Computer Science from the University Lyon 1 (France... Show more

Experienced engineering leader with a strong interest in distributed, highly-scalable and cloud-based systems.

Worked for years in Technical Leadership roles, focused on infrastructure management and Cloud on the 3 major public cloud providers. Experienced in the finance sector, specifically on high-performance payment platforms and systems compliance.
Regular speaker at conferences and meetups.
Federico holds an MSc in Software Engineering from City University London

Experienced engineering leader with a strong interest in distributed, highly-scalable and cloud-based systems. Worked for years in Technical Leadership roles, focused on infrastructure management and Cloud on the 3 major public cloud providers. Ex... Show more

As a Subject Matter Expert, I operate at the intersection of agentic systems, large-scale data platforms, and real-time infrastructure, leading research and architecture for systems where data, equipment, and applications become active, self-governing entities.

My work focuses on defining and evolving agent-native system architectures that span cloud, on-prem, and hybrid environments. I design platforms where datasets, filesystems, equipment catalogs, and services own their workflows, lifecycle, and operational intent, enabling near real-time adaptation, autonomous coordination, and policy-driven execution.

I stay hands-on with the systems I design. I prototype, wire up, stress-test, and iterate on real platforms - often moving from whiteboard to running code, from UI interaction to control plane logic, from local experiments to production-grade infrastructure.

I work across frontend, backend, and infrastructure layers, not as isolated components but as a single system that must behave predictably under load, failure, and change. My focus is on making complex systems understandable, operable, and pleasant to evolve - for both humans and machines.

I build systems around reliability, security, and isolation by design, using declarative resource models, infrastructure-as-code, and custom controllers to map desired state into observable, governable reality. I actively integrate practices from AIOps, MLOps, DevSecOps, and Site Reliability Engineering, ensuring that intelligent systems remain explainable, operable, and safe at scale.

A core strength of my work is designing near real-time telemetry, metrics, and event pipelines that operate across heterogeneous environments and process data at multi-terabyte scale. These pipelines are not treated as observability add-ons, but as first-class architectural primitives that enable feedback, learning, and adaptation.

My experience spans high-reliability and regulated domains, including finance, pharmaceutical manufacturing, and industrial automation. This includes architecting reactive financial systems, contributing to GxP-aligned MES platforms, and designing control and automation systems for semiconductor manufacturing and robotics, with deep experience in SECS/HSMS-based integrations.

As a Subject Matter Expert, I operate at the intersection of agentic systems, large-scale data platforms, and real-time infrastructure, leading research and architecture for systems where data, equipment, and applications become active, self-governin... Show more

Reid is a seasoned data professional with a wealth of experience in data visualization, Microsoft Power Platform, and artificial intelligence. In his professional capacity, Reid specializes in consulting on IT processes to drive improvement and efficiency. In addition to his role, Reid is deeply involved in developing Power Platform solutions, integrating artificial intelligence, and advocating for enhanced end-user technology experiences.

Before transitioning into tech, Reid built a successful career in the finance industry. From broker and trader to consultant, where he assisted Financial Advisors in scaling and marketing their businesses, while also serving as a trusted expert in investments and strategy.

Reid is a proud graduate of Kansas State University, where he earned his Bachelor of Science in Business Administration specializing in Finance with a minor in Leadership Studies.

Outside of work, Reid enjoys spending quality time with his wife and son. He also enjoys the company of his dogs, Finley and Bentley, and enjoys the occasional lake trip, serving on nonprofit boards, reading, continuous learning, sharing knowledge, and working on side projects.

Four Colors: Green | Gold | Orange | Blue
Myers-Briggs: ISTP

Reid is a seasoned data professional with a wealth of experience in data visualization, Microsoft Power Platform, and artificial intelligence. In his professional capacity, Reid specializes in consulting on IT processes to drive improvement and effic... Show more

Aleksandar is a Product Manager for Dynamics 365 Business Central, responsible for core finance and regulatory capabilities, localization strategy, E-Documents, Sustainability, and agent-based innovation in these areas. He has more than three decades of experience in IT, with a strong background in ERP solutions. A former Dynamics NAV MVP, he is a regular lecturer at major international conferences.

Aleksandar is a Product Manager for Dynamics 365 Business Central, responsible for core finance and regulatory capabilities, localization strategy, E-Documents, Sustainability, and agent-based innovation in these areas. He has more than three decades... Show more

Vijay Soni is an Expert Architect & Engineer at Discover's business technology department. He architected and designed Discover's cloud native Open banking and Click to Pay ecommerce Digital Wallet Payments platforms. He is seasoned software engineer and passionate about solving complex emerging finance, digital payment, identity and payment product problems using scalable, secure, future-proof and innovative approach. Vijay also led multiple EMVCo, eCommerce, Mobile SE/HCE Payments technology initiatives as lead architect and engineer. Vijay has worked on large industry led financial services & payments technology integration projects including Apple Pay, Google Pay, Samsung Pay, Click to Pay and FDX Open Banking integrations, Pay with Rewards, Contactless Mass Transit acceptance etc.

Vijay Soni is an Expert Architect & Engineer at Discover's business technology department. He architected and designed Discover's cloud native Open banking and Click to Pay ecommerce Digital Wallet Payments platforms. He is seasoned software engineer... Show more

Soy un profesional con más de 10 años de experiencia en el sector financiero, habiendo trabajado en varios bancos en Ecuador y en startups innovadoras como Kushki Pagos. Actualmente, soy Cloud Engineer en Banco Bolivariano. Este año, me he convertido en Community Builder en el área de Serverless, donde me dedico a fomentar la comunidad y compartir conocimientos. Además, soy un activo creador de contenido, publicando regularmente en blogs de Medium y otras plataformas.

Soy un profesional con más de 10 años de experiencia en el sector financiero, habiendo trabajado en varios bancos en Ecuador y en startups innovadoras como Kushki Pagos. Actualmente, soy Cloud Engineer en Banco Bolivariano. Este año, me he convertido... Show more

Barry has spent over 25 years in the tech industry; from developer to solution architect, business transformation manager to IT Director, and CTO of a £100m FinTech company. In 2020 Barry's passion for data and analytics led him to gain an MSc in Artificial Intelligence and Applications.

He is happiest when he's at a whiteboard sketching out a process, architecture, roadmap or solving a problem. He's got a gift for taking complex ideas and presenting them in a way that technical and non-technical audiences can grok. He has a passion for simplifying the complex, and helping organisations use technology to transform and amplify their impact.

Barry has spent over 25 years in the tech industry; from developer to solution architect, business transformation manager to IT Director, and CTO of a £100m FinTech company. In 2020 Barry's passion for data and analytics led him to gain an MSc in Art... Show more

I’m an expert in project, product and IT team management, conference speaker, public speaking coach, book author and TEDx organiser.

I work in the financial sector, leading complex tech projects - including those related to digital identity. My role sits at the crossroads of IT, business and governance, where aligning perspectives is a daily challenge. In the past I’ve built DevOps team and entire competence area from scratch, always with a focus on communication, agility and a solid dose of common sense. I don’t believe in blindly following frameworks - I believe in people, collaboration and context-driven decisions.

I speak at conferences across Poland and Europe, running talks and workshops on leadership, agile, communication and teamwork. I also deliver my own trainings based on the LEGO® Serious Play® method. I’m preparing speakers for TEDx events and organising TEDxUniversity of Lodz / TEDxPabianice - events that gathers big audience and strong online engagement.

I hold degrees from the University of Łódź (International Relations and HR Management), MBA from Lodz University of Technology and Illinois State University, and a postgraduate diploma in IT Project Management. Outside of work, I’m a dad of two sons – which is great preparation for agile coaching. I write humorous, educational books for kids and collect the finest corporate memes life has to offer.

I love teaching, creating, connecting – and I always ask one question: “What if we did it differently?”

I’m an expert in project, product and IT team management, conference speaker, public speaking coach, book author and TEDx organiser. I work in the financial sector, leading complex tech projects - including those related to digital identity. My ro... Show more

Fowmy Abdulmuttalib is a Microsoft-certified business intelligence professional with extensive experience in finance, accounting and data analytics. Currently, he is employed by McDonald's Saudi Arabia as the Head of ERP and Business Intelligence. Interested in everything data-related, he would like to share his passion and knowledge with the data community.

Fowmy Abdulmuttalib is a Microsoft-certified business intelligence professional with extensive experience in finance, accounting and data analytics. Currently, he is employed by McDonald's Saudi Arabia as the Head of ERP and Business Intelligence. In... 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

Gracias por tomarte el tiempo para leer mi biografía, lo cual demuestra tu interés en el maravilloso mundo de las finanzas y la contabilidad de costes.

Permíteme una breve introducción: He trabajado como CFO y controller durante mucho tiempo, y soy apasionado de la técnica financiera y de costes. Disfruto analizando procesos, y esta pasión me ha llevado a impartir clases en distintas universidades, donde he aprendido tanto de mis alumnos como espero que ellos hayan aprendido algo de mí.

Una pregunta que a menudo me hacen es sobre los sectores en los que he trabajado. Para mí, el desafío no es en qué sectores he trabajado, sino cuántos me faltan por explorar y aprender.
Como apasionado de las finanzas, el control de gestión y los costes, actualmente me encuentro inmerso en el mundo de Dynamics, lo cual representa toda una aventura.

Si estás buscando una sesión que combine visión de negocio aplicada a Dynamics y que, en algún momento, desafíe tus habilidades con cálculos, no lo pienses más, no vengas a mi sesión, o sí.

Gracias por tomarte el tiempo para leer mi biografía, lo cual demuestra tu interés en el maravilloso mundo de las finanzas y la contabilidad de costes. Permíteme una breve introducción: He trabajado como CFO y controller durante mucho tiempo, y so... 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

Robert is a talented, energetic, and insightful product-focused speaker focused on helping teams and organizations build great products and align on their best ways of working to build trust and accountability. He has spent 15 years in the IT field with a primary focus on product development, agile framework, and software quality within both startups and enterprise organizations spanning diverse industries including Automotive, Insurance, Finance, Healthcare and the Department of Defense. He currently serves as a Sr Principal Product professional at Discover + Capital One helping build and evolve innovative products to ensure a brighter financial future for their customers. He is a relentlessly optimistic, culture-first leader who unlocks elite performance by developing people, fostering trust, and placing success over ego.

Robert is a talented, energetic, and insightful product-focused speaker focused on helping teams and organizations build great products and align on their best ways of working to build trust and accountability. He has spent 15 years in the IT field w... Show more

Shobhit Verma (aka TheJugaadGuy) is an SRE Lead with 15 years of experience in Infrastructure, Cloud, and Observability. He has led large-scale projects in banking and telecom, working extensively with AWS, Terraform, ELK, and Dynatrace to build reliable and scalable systems. Beyond engineering, he is a filmmaker and content creator with 50,000+ followers, known for simplifying complex technical topics through engaging content.

As an active community member in AWS User Group Pune, Atlassian Community, and Toastmasters, Shobhit brings a unique mix of technical depth, storytelling, and stage presence. He is now building his journey into Developer Relations (DevRel), where his mission is to empower developers with the right tools, stories, and confidence to succeed.

Shobhit Verma (aka TheJugaadGuy) is an SRE Lead with 15 years of experience in Infrastructure, Cloud, and Observability. He has led large-scale projects in banking and telecom, working extensively with AWS, Terraform, ELK, and Dynatrace to build reli... 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

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

Solomon Olalemi is a seasoned product manager with a rich background spanning over 6+ years in the industry. His journey in product management has been marked by a diverse portfolio of projects, each contributing to his expertise and insight into the field.

Solomon's career began with groundbreaking work at Payercoins Inc., where he spearheaded the development of a cryptocurrency infrastructure, laying the foundation for innovative financial solutions. His passion for driving impactful change led him to the forefront of the remittance industry in Africa, where he played a pivotal role in building a remittance platform that revolutionized payment systems across the continent.

Transitioning to the banking sector, Solomon joined the ranks of a prominent Nigerian bank, where he currently leads the charge in developing a cutting-edge digital banking platform. Under his guidance, the bank, Polaris Bank, has garnered prestigious accolades, including the coveted title of Digital Bank of the Year in Nigeria for three consecutive years, affirming Solomon's prowess in the realm of digital innovation.

Beyond his professional endeavours, Solomon is known for his unwavering dedication to personal growth and knowledge acquisition. A voracious reader, he embarked on a remarkable journey in 2017, devouring an impressive 104 books in a single year—an achievement that speaks volumes about his thirst for learning and self-improvement.

When he's not at the helm of the product team, Solomon can often be found immersed in the intricacies of revamping lending products, leveraging his expertise to drive innovation and excellence in financial services.

With a relentless drive for excellence and a passion for pushing boundaries, Solomon Olalemi continues to make indelible contributions to the world of product management, shaping the future of fintech and digital innovation one breakthrough at a time.

When I am not working, you will find me reading or talking to friends.

Solomon Olalemi is a seasoned product manager with a rich background spanning over 6+ years in the industry. His journey in product management has been marked by a diverse portfolio of projects, each contributing to his expertise and insight into the... 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

I’m a technology leader passionate about building solutions that are not only scalable and efficient but also secure and aligned with business growth. Over the years, I’ve helped organizations transform complex requirements into future-ready systems that deliver measurable results.

Currently serving as CTO in fintech, I focus on shaping technology strategy, leading cross-functional teams, and ensuring that every solution we deliver is resilient, compliant, and aligned with business objectives. My work spans across solution architecture, governance, compliance, and security with a constant drive to balance innovation with stability.

Passionate about strategy, architecture, and security, I bring both a business mindset and a technical edge to every challenge.

I’m a technology leader passionate about building solutions that are not only scalable and efficient but also secure and aligned with business growth. Over the years, I’ve helped organizations transform complex requirements into future-ready systems ... Show more

Passionate about technology and cybersecurity - Experienced IT consultant
un curioso insoportable

Passionate about technology and cybersecurity - Experienced IT consultant un curioso insoportable Show more

Santosh Durgam is a data engineering & analytics leader with 20+ years building governed, high-scale data platforms across retirement/401(k), broader financial services, and healthcare. He leads cross-functional teams that deliver production-grade data lakes, lineage-aware pipelines, and ML-enabled analytics on cloud—translating governance into measurable business outcomes.

Recent speaking includes SQL Saturday Minnesota 2025, where he presented “From Ingestion to Insights: Building Robust Data Pipelines in AWS” to an in-person community audience. He has also contributed to international research forums and science conferences, and is invited to speak at ICDPN-2025 (International Conference on Data Processing & Networking), engaging practitioners and scholars on data engineering, governance, and analytics at scale. Santosh actively publishes/curates work via Google Scholar and shares practical playbooks for data quality, metadata/lineage, and operating models that connect data platforms to financial decisioning.

Beyond delivery, Santosh serves the community as a peer reviewer of scholarly work on data/ML methodologies and as a judge/mentor for select industry and academic competitions, reinforcing peer validation and public recognition. He champions modern data culture—mentoring engineers and product leaders, and advocating automation (incl. AI agents) to elevate reliability, speed, and auditability in regulated environments. Santosh recently completed his Executive MBA, sharpening strategy and value-creation at the intersection of data, risk, and growth

Santosh Durgam is a data engineering & analytics leader with 20+ years building governed, high-scale data platforms across retirement/401(k), broader financial services, and healthcare. He leads cross-functional teams that deliver production-grade da... Show more