Agile developer at heart, going on 20 years experience in almost every role imaginable and still hungry to learn more.

Agile developer at heart, going on 20 years experience in almost every role imaginable and still hungry to learn more. Show more

Life’s riddles unsolved, my journey to mastery continues.

Life’s riddles unsolved, my journey to mastery continues. Show more

I m a finance guy, optimised ERP systems , cloud securitya and have 10 research paper on quick commerce and internet banking

I m a finance guy, optimised ERP systems , cloud securitya and have 10 research paper on quick commerce and internet banking Show more

Experienced cloud architect with 15 years of experience in the software industry. Designing and implementing Efficient and resilient architectures is my key focus areas

Experienced cloud architect with 15 years of experience in the software industry. Designing and implementing Efficient and resilient architectures is my key focus areas Show more

18 years of experience coaching high-achievers to perform better without burnout.

18 years of experience coaching high-achievers to perform better without burnout. Show more

Daria aime construire des systèmes qui tiennent la route, capables de résister au temps et à la complexité.

En plus de vingt ans de parcours, elle a contribué à des projets très variés : de la sécurisation d’applications mobiles à la supervision de véhicules autonomes, en passant par des solutions bancaires B2B – et quelques autres aventures techniques parfois improbables.
Aujourd’hui architecte logicielle chez Numih France, elle travaille sur le Dossier Patient Informatisé, un domaine où la fiabilité et la sécurité ne se discutent pas.

Artisane du logiciel dans l’âme, Daria est convaincue que la qualité et la sécurité ne s’ajoutent pas à la fin, mais relèvent d’un soin quotidien, du premier design jusqu’à la ligne de code la plus simple.

Daria aime construire des systèmes qui tiennent la route, capables de résister au temps et à la complexité. En plus de vingt ans de parcours, elle a contribué à des projets très variés : de la sécurisation d’applications mobiles à la supervision d... Show more

I am a Senior Enterprise Integration Architect with extensive experience leading the design and implementation of enterprise-grade integration platforms across diverse industries. My expertise lies in building scalable, secure, and efficient integration solutions using modern system architecture strategies and patterns and API-driven models.

With hands-on experience in leading technologies such as Boomi Integration & API Management, SAP BTP (Business Technology Platform) , Google Apigee X, Oracle Integration Cloud (OIC), Oracle SOA Suite (11g & 12c), B2B, BPM, WebLogic, Informatica Cloud, and CI/CD pipelines (Jenkins), I thrive across the full integration lifecycle—architecture, development, administration, performance tuning, and production support.

I hold multiple cloud certifications (Google Cloud, Oracle Cloud, AWS Architect, Multi-Cloud Architect) and several Boomi certifications (Professional Developer, API Designer, API Management, Application Architecture), Post Graduate Program in AI & ML in UTA , reflecting a strong foundation in cloud-native , multi-cloud solutions and AI.

Over the years, I have architected and delivered complex enterprise integrations for platforms such as SAP, Salesforce (Sales & Service), CPQ, MDM, BigQuery, Oracle CRM Siebel, Oracle Fusion Applications, Revpro, Renewals, Adobe, Pardot, and various databases (MSSQL, Oracle DB, Autonomous DB, Cloud SQL, Postgres). My portfolio also includes technical HR integrations for Workday, Ariba, Concur, Fieldglass, ServiceNow, SABA, ADP, Hyperion, Okta, WorkInSync, and more.

I bring deep domain knowledge of end-to-end business processes—Hire to Retire, Order to Cash, Quote to Order, Record to Report, Source to Pay, Procurement, Sales & Support, and MDM—and have successfully integrated global financial systems with AMEX, Citibank, Chase, BOA, HSBC, and Thomson Reuters/Refinitiv.

A strong collaborator, I work closely with project managers and cross-functional teams to plan, guide integration strategies, and manage dependencies. I have also driven data center workload migrations and cloud transformations, transitioning enterprise systems from on-premises to AWS and GCP.

In addition, I am actively exploring AI Agent development and applied AI solutions. I have been building enterprise AI agents to streamline workflows, automate decision-making, and integrate AI into large-scale business processes—bridging my deep integration background with emerging AI innovations.

I am a Senior Enterprise Integration Architect with extensive experience leading the design and implementation of enterprise-grade integration platforms across diverse industries. My expertise lies in building scalable, secure, and efficient integrat... Show more

New in town! I just moved to Gachibowli from Gajularamaram. I'm Zain, 25 years old, and an engineering grad from MJ College. I spend my days working on NearEstate.in, helping modernize how we look at real estate.

New in town! I just moved to Gachibowli from Gajularamaram. I'm Zain, 25 years old, and an engineering grad from MJ College. I spend my days working on NearEstate.in, helping modernize how we look at real estate. Show more

Munikumar Pindi is a seasoned OTM/GTM Techno-Functional Consultant with over 12 years of comprehensive experience in Oracle Transportation Management (OTM) and Global Trade Management (GTM). Throughout his career, he has demonstrated exceptional capabilities in implementation, performance tuning, upgrades, cloud and version migrations, and integration of advanced tracking systems.
Currently serving as an OTM Business Analyst at Kik Consumer Products, Munikumar specializes in analyzing functional requirements, resolving complex production issues, and managing both onsite deliverables and Oracle enhancement releases. His leadership in onsite-offshore coordination ensures timely and quality project outcomes.
Previously, at Zenfair-Solutions Inc., he played a key role in implementing scalable OTM solutions for high-profile clients like Coca-Cola, focusing on seamless ERP integration and system performance optimization. His tenure at Oracle India Pvt Ltd saw him leading a team of professionals for Unilever's OTM projects, retrofitting on-premise solutions to cloud, and spearheading configuration and troubleshooting initiatives. Munikumar’s technical acumen extends across diverse client environments including Trane Technologies, Ricoh USA, GE Healthcare, and DHL Global Forwarding. His expertise covers core OTM/GTM modules such as Order and Shipment Management, Contract and Rate Management, Trade Compliance, and Business Process Automation. He is proficient in SQL, PL/SQL, XML, HTML, CSS, XSL, and data analytics, and has a strong command of user interface customization and system integration.
An alumnus of JNTU University Anantapur, holding a B.Tech in Information Technology, Munikumar combines technical depth with a client-focused mindset, making him a valuable contributor to enterprise supply chain and logistics transformations.

Munikumar Pindi is a seasoned OTM/GTM Techno-Functional Consultant with over 12 years of comprehensive experience in Oracle Transportation Management (OTM) and Global Trade Management (GTM). Throughout his career, he has demonstrated exceptional capa... Show more

Mike is a Principal Software Engineer at Atlassian. For the past seven years, he has been involved in various data projects across the company, including the Atlassian Data Lake. In his role, he drives the architecture of the company's Customer Analytics offerings.

Mike is a Principal Software Engineer at Atlassian. For the past seven years, he has been involved in various data projects across the company, including the Atlassian Data Lake. In his role, he drives the architecture of the company's Customer Analy... Show more

James has been working on commercial software since the late 1990s, when TDD was something you studied but never did, pipelines were something that carried oil and Agile and Lean were words used to describe gymnasts. In 2006 he joined a startup and worked there for 9 years which included rewrites, cloud migration and Agile transformation.

In 2015 he started life as a consultant and worked with a variety of clients trying to effect real organisational change by focusing on code quality, culture, a belief in outcomes over processes and a drive for continuous improvement. After leaving consultancy James worked as Head of Platform in a Fintech before it was acquired for $1Bn by Visa and VP of Engineering in a startup, where he learnt how to apply his knowledge of Agile and DevOps to drive positive outcomes in Platform and Cyber Security Teams.

James now works as an independent consultant and is mainly driving transformation in Cyber Security at a major UK bank.

James has been working on commercial software since the late 1990s, when TDD was something you studied but never did, pipelines were something that carried oil and Agile and Lean were words used to describe gymnasts. In 2006 he joined a startup and w... Show more

Rajeshwari Sah is a Machine Learning Engineer at Apple, where she works on production-scale Agentic AI and Retrieval-Augmented Generation systems powering next-generation intelligent experiences. She has led the development of multilingual, voice-enabled LLM frameworks and advanced agentic orchestration pipelines that significantly improved enterprise efficiency and system reliability.

Rajeshwari’s expertise spans fine-tuning techniques such as RLHF and DPO, multi-agent collaboration, and alignment-driven evaluation frameworks. She has delivered high-impact AI solutions across healthcare, finance, and e-commerce, focusing on workflow automation, process optimization, regulatory document intelligence, and AI-driven document generation. Her work enables knowledge-driven automation and modern policy and decision-support systems for global enterprises.

She is a strong advocate for responsible AI deployment, emphasizing innovation that remains auditable, reliable, and culturally consistent across markets. Rajeshwari holds a Master of Science in Computer Science from UC San Diego and continues to contribute to the evolving landscape of applied AI.

Rajeshwari Sah is a Machine Learning Engineer at Apple, where she works on production-scale Agentic AI and Retrieval-Augmented Generation systems powering next-generation intelligent experiences. She has led the development of multilingual, voice-ena... Show more

Mayank Raj helps organizations unlock the power of data storytelling and analytics through Power BI and low-code solutions. With extensive experience in finance transformation and executive dashboarding, he specializes in turning complex data into actionable insights that drive decisions. Mayank has delivered solutions across finance, subscription, and real estate domains, focusing on audit readiness, process optimization, and user adoption. Passionate about design and usability, he combines technical depth with business context to create dashboards that truly make an impact.

Mayank Raj helps organizations unlock the power of data storytelling and analytics through Power BI and low-code solutions. With extensive experience in finance transformation and executive dashboarding, he specializes in turning complex data into ac... Show more

Andrew Stafford has spent 25 years in technology and 15 years working directly with AI — long before it was a dinner table topic. He's the founder of Your AI Group and AI for Business, where he helps organizations cut through the noise and make real decisions about emerging technology.
In 2025, Andrew led 19 events reaching audiences from intimate workshops to seminars of 900+. He's collaborated with global brands including Make, Blotato, and Supabase, and advised companies ranging from $5M startups to multi-billion dollar enterprises.
His work sits at the intersection of practical implementation and informed caution — he's as likely to help you deploy AI as to tell you when not to. A Microsoft award winner and Amazon bestselling author, Andrew brings both builder credibility and strategic perspective to every stage.
Topics: AI strategy and adoption, emerging technology trends, AI risk and ethics, responsible innovation.

Andrew Stafford has spent 25 years in technology and 15 years working directly with AI — long before it was a dinner table topic. He's the founder of Your AI Group and AI for Business, where he helps organizations cut through the noise and make real ... Show more

Frankfurter Buchmesse 2024 & 2025
Leipziger Buchmesse 2025
Werde Eigentümer*in Konferenz
Buchpremiere Gewandhaus Dresden
Wirtschaftsfrauen e.V.
MamaMeetingBusinessClub
Waldbund Konferenzen u.a. Schloss Lieser 2025
AgrarLausitz Stammtisch

Frankfurter Buchmesse 2024 & 2025 Leipziger Buchmesse 2025 Werde Eigentümer*in Konferenz Buchpremiere Gewandhaus Dresden Wirtschaftsfrauen e.V. MamaMeetingBusinessClub Waldbund Konferenzen u.a. Schloss Lieser 2025 AgrarLausitz Stammtisch Show more

Georgiana Bigea is the founder of StorytellingArchitect.Com, where she delivers creative works, workshops, and consulting for public and private purposes. She has a degree in Journalism and is currently completing her PhD research on workplace conflict. Her experience includes being a social trends analyst at an international think tank, a storytelling architect in international IT start ups, and a teaching assistant at Babes Bolyai University (Romania) and University of Fribourg (Switzerland).

Georgiana Bigea is the founder of StorytellingArchitect.Com, where she delivers creative works, workshops, and consulting for public and private purposes. She has a degree in Journalism and is currently completing her PhD research on workplace confli... Show more

Jessica Rudd, Ph.D. is currently based in Atlanta, GA. Jessica brings 15 years of experience in analytics, more recently specializing in machine learning and artificial intelligence software development.

Jessica’s expertise includes the development of end-to-end machine learning pipelines, enterprise-grade software development, high-quality synthetic data generation, data security, privacy, and compliance regulations, AI ethics, applied statistics, sports analytics, and healthcare technology.

Jessica holds a PhD in analytics and data science from Kennesaw State University and a Masters in Public Health & Global Epidemiology from Emory University.

Jessica Rudd, Ph.D. is currently based in Atlanta, GA. Jessica brings 15 years of experience in analytics, more recently specializing in machine learning and artificial intelligence software development. Jessica’s expertise includes the developmen... Show more

Vinish Garg is an independent consultant who works with growing product teams for their product strategy and vision, product positioning, product onboarding and UX, and product content design strategy. Vinish works in the product and design and content leadership roles to establish the standards and systems, and to build the design advocacy, design culture, and design literacy for the holistic systems-driven digital maturity in the organizations. He owns an international conference in Chandigarh since 2019—Outcome.

Vinish Garg is an independent consultant who works with growing product teams for their product strategy and vision, product positioning, product onboarding and UX, and product content design strategy. Vinish works in the product and design and conte... Show more

Andrew Byer, Attorney, was born in 1962 in Jersey City, New Jersey, into a family enriched by his Italian immigrant mother's heritage. This bicultural environment, which included significant time spent in Italy, ingrained a deep appreciation for diverse cultures, influencing his aspirations and later career in international law. He pursued a Bachelor of Arts in Political Science at Columbia University, graduating in 1984, and his global perspective was further enhanced by a semester abroad in France.

After completing his Juris Doctor at Syracuse University College of Law in 1987, Andrew began his legal career in South Florida. His initial role was as Lease Administrator and Legal Counsel at Miracle Marketplace in Coral Gables, where he honed his skills in commercial law by managing lease negotiations and tenant relations.

In 1990, Andrew's career path shifted toward international business when he assumed the role of Director of Operations for Maria Pia, an Italian shoe manufacturer, in closing its U.S. operations. His fluency in Italian and comprehensive legal knowledge were crucial in overseeing the orderly shutdown of the company's American presence. He continued to build on this international experience from 1991 to 1994 as General Counsel and Director of International Sales at Intracorp, Inc., a firm that developed video gaming software. In this role, Andrew was pivotal in securing licensing deals with Hollywood studios, allowing for the creation of video games based on popular films, which dramatically expanded the company’s reach into global markets.

In 1994, leveraging his extensive legal and international business experience, Andrew founded the Law Offices of Andrew Byer. His practice specializes in helping European companies enter and thrive in the U.S. market, offering legal guidance and strategic business insights. His multilingual skills and deep understanding of cross-border transactions made his firm a valuable asset to its clients.

Driven by his love for high-quality audio, Andrew opened Magnum Opus Audio in 2007, a Fort Lauderdale boutique specializing in high-end audio and home theater systems. As the retail landscape evolved, he shifted his entrepreneurial focus to real estate, founding AJ&J Holdings, LLC, and later Bozhlona, Inc. in 2024, focusing on property management.

Outside his professional life, Andrew is an active philanthropist, mainly engaged in animal welfare and community service initiatives. Today, Andrew Byer significantly contributes to his industry and community, utilizing his vast experience in law, business, and real estate.

Andrew Byer, Attorney, was born in 1962 in Jersey City, New Jersey, into a family enriched by his Italian immigrant mother's heritage. This bicultural environment, which included significant time spent in Italy, ingrained a deep appreciation for dive... Show more

Dan Rochon, founder of the Consistent and Predictable Income (CPI) Community, believes that with the right tools, mentorship, and training, you can learn to influence human behavior and achieve your fullest potential—and you can inspire others to do the same.

By teaching his clients and students how to “Teach to Sell,” Dan helps professionals - just like you - create a continuous flow of leads and transactions so you have No Broke Months, transform yourself into an all-star seller, and scale your businesses to the point where you have the freedom to step back and have real control over your future without ever missing a beat.

One of Dan's proudest accomplishments is his own track record of having “No Broke Months” in real estate sales since 2008, with an average of ten monthly sales.

He is also a certified NLP practitioner and the author of

Real Estate Evolution:

The Ten-Step Guide to CPI - Consistent and Predictable Income and

Think and Grow Rich: Increase Your Influence,

Avoid the #1 Sales Mistake and Get What You Want.

And as you might imagine,

Dan is a constant student of human experience and potential.

Dan Rochon, founder of the Consistent and Predictable Income (CPI) Community, believes that with the right tools, mentorship, and training, you can learn to influence human behavior and achieve your fullest potential—and you can inspire others to do ... Show more

Manuchehr “Manny” Khoshbin’s rise in the real estate sector is a story of tenacity, foresight, and hands-on leadership. Forced to leave Iran as a teenager, Khoshbin arrived in the United States at the age of 14, facing the daunting challenge of starting over in a new country with limited resources. Early hardships shaped his character; he quickly learned the importance of hard work through jobs like stocking shelves at Kmart and by launching a door-to-door nut-selling venture. Although these first steps were humble, they provided him with valuable experience in entrepreneurship and persistence.

By his early twenties, Manny Khoshbin had established himself in the mortgage and real estate industries. At 23, he diversified further by purchasing a supermarket in Santa Ana and then reinvesting the returns into acquiring overlooked properties. His strategy focused on identifying assets others missed and repositioning them for maximum value. This knack for timing was most evident in 2007, when he sold more than a million square feet of office space ahead of the real estate market downturn, safeguarding his investments.

As founder and CEO of The Khoshbin Company, Khoshbin expanded his portfolio to span multiple states, with holdings in industrial, retail, and office properties. Based in Costa Mesa, California, his company is distinguished by a hands-on approach and a philosophy of active asset management, which has contributed to more than $1.5 billion in closed transactions. Initially operating as a family office, the firm now partners selectively with outside investors, maintaining a streamlined structure that enables flexibility and responsiveness.

Beyond his achievements in real estate, Khoshbin is committed to philanthropy. He has contributed over $600,000 to causes supporting children’s welfare and pledged $1 million to the CHOC Thompson Autism Center. His commitment to giving back is a reflection of his gratitude for the opportunities he has received. As an author, Khoshbin shares his strategies and life lessons in works like “Contrarian PlayBook” and “Driven,” inspiring others to overcome obstacles and pursue their paths to success.

Khoshbin lives with his wife, Leyla Milani Khoshbin, and their two children in Newport Coast, California. His collection of rare and exotic cars is another facet of his disciplined investment mindset, which is built on thorough research and a focus on long-term value. Through his career, philanthropy, and personal pursuits, Manny Khoshbin demonstrates how resilience and vision can turn adversity into lasting achievement.

Manuchehr “Manny” Khoshbin’s rise in the real estate sector is a story of tenacity, foresight, and hands-on leadership. Forced to leave Iran as a teenager, Khoshbin arrived in the United States at the age of 14, facing the daunting challenge of start... Show more

I am an analyst, so here are the numbers:
10+ MVP awards,
25+ years experience,
50+ BI/Data Warehouse design and/or implementation,
100+ BI/Data Warehouse projects,
600+ Customers,
1000+ BI blog posts,
5000+ participants in my courses
Everything else is subjective…

I am an analyst, so here are the numbers: 10+ MVP awards, 25+ years experience, 50+ BI/Data Warehouse design and/or implementation, 100+ BI/Data Warehouse projects, 600+ Customers, 1000+ BI blog posts, 5000+ participants in my courses ... Show more

UXer especializada en contenido, producto y colaboración entre equipos de diseño, tecnología y negocio. Con más de 7 años de experiencia, ayuda a startups y empresas a traducir necesidades complejas en experiencias claras, útiles y sostenibles.
Sin importar la industria, trabaja de forma iterativa, alineando visión, priorizando con foco y convirtiendo conversaciones vagas en decisiones concretas, para que los equipos dejen de dudar y empiecen a construir.

UXer especializada en contenido, producto y colaboración entre equipos de diseño, tecnología y negocio. Con más de 7 años de experiencia, ayuda a startups y empresas a traducir necesidades complejas en experiencias claras, útiles y sostenibles. Sin ... Show more

Data Analytics Customer Engineer, helping Google Cloud customers to thrive by unlocking data insights and business challenges.

Data Analytics Customer Engineer, helping Google Cloud customers to thrive by unlocking data insights and business challenges. Show more

Contact for details

Contact for details Show more

I am an Architect with over 16 years of experience in designing and delivering scalable, efficient and customer centric solutions. Currently, I spend most of my days working with Fortune 500 customers tailor their streaming ecosystems to solve their problems elegantly. My job entails helping them see the corner cases that they might run into, architect their data streaming systems for scale and resiliency, engrain observability as a must before production go-live and lately evangelize how to be mindful about costs with the ecosystem. Before Confluent, I architected large scale streaming solutions - think real time fraud detection, CDC at scale, geo-replication etc for big corporations and multi-nationals.

When I am off the clock, I’m generally out chasing golden-hour shots where I can. Nothing clears your head like a sunset over a beach overlooking the golden haze and surreal sunsets in San Francisco.

I am an Architect with over 16 years of experience in designing and delivering scalable, efficient and customer centric solutions. Currently, I spend most of my days working with Fortune 500 customers tailor their streaming ecosystems to solve their ... Show more

Passionate Software Engineer & Architect at https://peakscale.cloud • CNCF Ambassador • Organizer of https://cloudnativeday.ch, https://uphillconf.com, and https://www.meetup.com/cloudnativebern • Open Source Enthusiast

Passionate Software Engineer & Architect at https://peakscale.cloud • CNCF Ambassador • Organizer of https://cloudnativeday.ch, https://uphillconf.com, and https://www.meetup.com/cloudnativebern • Open Source Enthusiast Show more

After nine years being a Scrum Master at various blue chip companies in South Africa, Theon knows one thing: You will never know everything; you have to see yourself as an eternal student of life, team dynamics and project management. Join this grey bearded "student" on his journey of continuous discovery of what works, what doesn't and how to keep improving...

After nine years being a Scrum Master at various blue chip companies in South Africa, Theon knows one thing: You will never know everything; you have to see yourself as an eternal student of life, team dynamics and project management. Join this grey ... Show more

Sam Erde is a senior solutions analyst at Sentinel Technologies, Inc, which provides managed and professional services to its clients. He has spent the past 20 years focused primarily on Active Directory, Windows Server, Exchange Server, Microsoft 365, Entra ID, and Defender. His favorite thing that ties all of it together is PowerShell! Sam lives in North Carolina, USA, with his wife, two boys, a cat, and a hamster.

Sam Erde is a senior solutions analyst at Sentinel Technologies, Inc, which provides managed and professional services to its clients. He has spent the past 20 years focused primarily on Active Directory, Windows Server, Exchange Server, Microsoft 36... Show more

Accomplished System Architect/Manager with 14+ years of expertise in driving innovation and efficiency across application and infrastructure development. Adept at creating scalable, high-performance solutions with a strong focus on DevOps, cloud automation, and AI-driven technologies. Proven ability to lead teams and implement cutting-edge systems that deliver measurable impact.

Core Competencies:

- Software Development & Automation:
Expertise in designing and implementing robust CI/CD pipelines using GitHub Apps, GitHub Self-Hosted Runners, Argo CD, and Terraform workflows. Led the development of an Internal Developer Portal with scaffolding for multiple programming languages, streamlining developer workflows.

- Cloud & DevOps Expertise:
Deep knowledge of Kubernetes, Terraform, Ansible, Docker, Jenkins, and GitHub Actions, paired with extensive experience in cloud cost optimization using Karpenter and Kubecost, driving efficiency and reducing overhead.

- AI & Machine Learning:
Spearheaded initiatives utilizing OpenAI and Anthropic to develop intelligent tools such as PR Reviewer Bots and IDE-based Code Assistants, advancing automation and AI adoption within development teams.

- Data Storage & Management:
Skilled in handling distributed storage and messaging systems, including Kafka, Elasticache (Redis), LeoFS, ROMA, and Elasticsearch, alongside relational and NoSQL databases like PostgreSQL and DynamoDB.

- Monitoring & Observability:
Expertise in implementing comprehensive observability solutions—covering infrastructure monitoring, logging, APM, metrics, synthetic monitoring, and DORA metrics—using tools like Datadog, Splunk, and Prometheus to ensure peak performance and reliability.

- E2E Testing & Load Testing:
Developed and managed EKS cluster lifecycle software using Go, with E2E testing frameworks like Ginkgo and TestKube, and proficient in load testing tools such as JMeter and K6 to ensure system resilience under high loads.

- Cloud Optimization & Cost Management:
Specialized in AWS cost optimization techniques, driving substantial savings while enhancing cloud
performance, scalability, and resource management.

Key Strengths:
- Proven leadership in managing complex, multi-disciplinary projects from concept to completion
- Strong problem-solving abilities and a keen focus on innovative, automated solutions
- Collaborative and agile approach to cross-functional team engagement and project success

Accomplished System Architect/Manager with 14+ years of expertise in driving innovation and efficiency across application and infrastructure development. Adept at creating scalable, high-performance solutions with a strong focus on DevOps, cloud auto... Show more