We have come a long way since I was a child in the 1960s when all I wanted for Christmas was a slinky and some Rock’Em – Sock’Em Robots. Now imagine we have traveled ten years into the future, and it is Christmas 2031. Alexa has replaced kids’ parents and Santa Claus. Every toy is connected to the Internet and looks like a robot version of the animal it represents. Clean thermonuclear Christmas trees will be providing us with radiant, gamma-ray energy for all our holiday needs. Pogo sticks have also made a comeback, but they are solar-powered and can leap entire city blocks. And while I am busy pretending to be the Ghost of Christmas Future, I thought it would also be fun to ask the Office of the CTO team about their predictions for futuristic, technical toys. So, I posed these two questions: What cool TECHNICAL toy or gadget would you like Santa to bring you this year in 2021? As a participating member of the Office of the CTO, what cool TECHNICAL toy or gadget (that has not yet been invented) would you like Santa to bring you in 10 years from now in 2031? christmas wishlist for the octo team overlay You know what? We just might see I see a sneak preview of some of these magical tech toys of the future in just a few weeks at the CES 2022 conference. In the meantime, take a look at the wish list from all of our Extreme technical gurus: Marcus Burton – Wireless and Cloud Architect Christmas Wish 2021: Is a Tesla Cybertruck an option? I’ll even take a prototype. That will scratch several technology itches at the same time. Think about it…EV, autonomous driving, AI, 5G probably, cloud-connected, mobile-first, and all the best in materials sciences and mechanical engineering applied to trucks. What more could an outdoorsy tech guy want? Christmas Wish 2031: I’m kinda thinking that while everyone else has their brain slurped out in the metaverse (with VR!), I will prefer to go to the actual mountains. But you know, I have a wife and kids, so I have to think about safety. So here’s my wish: a smart personal device that has a full week of battery life (using ultra-thin silicon wafers) with rapid solar charging, LEO satellite connectivity (for sending “eat your heart out” 3D pics to my friends from the “there’s no 6G here” wilderness), and ultra-HD terrain feature maps for modern navigation. Carla Guzzetti – VP, Experience, Messaging & Enablement Christmas Wish 2021: I want this: Meeting Owl Pro – 360-Degree, 1080p HD Smart Video Conference Camera, Microphone, and Speaker Christmas Wish 2031: I want a gadget where we can have virtual meetings without the need for a wearable! Who wants to wear heavy goggles all day? Doug McDonald – Director of Product Management Christmas Wish 2021: As a technologist often looking for a balance between screen time and health and fitness I hope Santa brings me the Aura Strap. The Aura strap adds additional IoT sensory capabilities to compliment your Apple smartwatch. Bioelectrical impedance analysis is the cutting-edge science behind the AURA Strap. This innovation provides a way to truly see how your body changes over the course of a day. Their body composition analysis includes fat, muscle mass, minerals, and hydration; providing personalized insights that improve the results of your workouts, diet, and your lifestyle as a whole. Christmas Wish 2031: Hopefully, this innovation will be here sooner. Still, in the spirit of my first wish from Santa, I also hope to have a service engine warning light for me. The concept is utilizing advancements in biomedical sensory devices to pinpoint potential changes in your physical metrics that may help in seeking medical attention sooner than later if variances in health data occur. I spoke about this concept in the Digital Diagnosis episode of the Inflection Points podcast from the Office of the CTO. Ed Koehler – Principal Engineer Christmas Wish 2021: My answers are short and sweet. I want a nice drone with high-resolution pan, tilt, and zoom (PTZ) cameras. Christmas Wish 2031: In ten years, I want a drone that I can sit inside and fly away! Puneet Sehgal – Business Initiatives Program Manager Christmas Wish 2021: I have always wanted to enjoy the world from a bird’s eye view. Therefore, my wish is for Santa to bring me a good-quality drone camera this year. It is amazing how quickly drones have evolved from commercial /military use to becoming a personal gadget. Christmas Wish 2031: In 2031, I wish Santa could get me a virtual reality (VR) trainer to help me internalize physical motion by looking at a simulation video while sending an electrical impulse to mimic it. It will open endless possibilities, and I could become an ice skater, a karate expert, or a pianist – all in one. Maybe similar research is already being done, but we are far away from something like this maturing for practical use. So, who knows – it’s Santa after all and we are talking 2031! Tim Harrison – Director of Product Marketing, Service Provider Christmas Wish 2021: This year, I would love to extend my audio recording setup and move from a digital 24 channel mixer to a control surface that integrates with my DAW (digital audio workstation) and allows me to use my outboard microphone pre-amps. I’ve been looking at an ICON QCon Pro G2 plus one QCon EX G2 extender to give me direct control over 16 channels at once (I use 16 channels just for my drum kit). Christmas Wish 2031: Ten years from now, I sincerely hope to receive an anti-gravity platform. First, I’ll be old, and climbing stairs will have become more challenging for these creaky old bones. Secondly, who hasn’t hoped for a REAL hoverboard? Once we know what gravity is “made of,” we can start making it easier to manipulate objects on earth and make space more habitable for human physiology. Either that or a puppy. Puppy sitting Divya Balu Pazhayannur – Director of Business Initiatives Christmas Wish 2021: I’m upgrading parts of my house over the holidays and browsing online for kitchen and laundry appliances. If you had told me that I would be spending three hours reading blogs on choosing the right cooktop for me, I would not have believed you. Does it have the right power, is it reliable, is it Wi-Fi enabled, can you talk to it – I’m kidding on that last one. Having said that, I’d love to get the Bosch Benchmark Gas Stovetop. Although I can’t speak to my appliance, its minimalist look has me writing it down on my wish list for Santa. I’ll even offer him some crispy dosas in exchange. Christmas Wish 2031: Apart from flying cars and personal robot assistants, I’d love to get the gift of better connectivity. I miss my family and friends in India, and it would be amazing to engage with them through holographic technology. I imagine it would allow for a much higher level of communication than today’s ‘talking head’ approach. Although do I want my family sitting with me in my living room? Still – I’d like to think a holograph would be just fantastic. Yury Ostrovsky – Sr. Technology Manager Christmas Wish 2021: I believe 2022 will be the year of VR toys. Virtual Reality is already popular, but I believe more applications will be developed in this area. We might see radio waves coming from different sources (Wi-Fi, LTE, 5G, BT, etc.) and visualize propagation in real-time. Christmas Wish 2031: “Prediction is very difficult, especially if it’s about the future” – Niels Bohr Kurt Semba – Principal Architect Christmas Wish 2021: The Crown from Neurosity. It helps you get and stay in a deep focus to improve your work and gaming results. Christmas Wish 2031: A non-evasive health device that can quickly look deep into your body and cells and explain why you are not feeling well today. Jon Filson – Senior Producer, Content Christmas Wish 2021: I want a large rollable TV by LG. In part because I watch a lot of football. And while I have a Smart TV, I still can’t get it to connect to my Bluetooth speaker … so while I love it, I want it to work better, and isn’t that so often the way with tech? But more than that, I don’t like and have never liked that rooms have to be designed around TVs. They are big, which is fine, but they are often in the way, which is less so. They should disappear when not in use. It’s $100,000 so I don’t expect it any time soon. But it’s an idea whose time has come. Christmas Wish 2031: I cheated on this one and asked my 12-year-old son Jack what he would want. It’s the portal gun, from Rick and Morty, a show in which a crazed scientist named Rick takes his grandson Morty on wacky adventures in a multi-verse. That last part is important to me. Kids today are already well into multi-verses, while we adults are just struggling to make one decent Metaverse. The next generation is already way ahead of us digitally speaking, it’s clear. Alexey Reznik – Senior UX Designer Christmas Wish 2021: This awesome toy: DJI Mavic 2 Pro – Drone Quadcopter UAV with Hasselblad Camera 3-Axis Gimbal HDR 4K Video Adjustable Aperture 20MP 1″ CMOS Sensor, up to 48mph, Gray Christmas Wish 2031: Something along these lines: BMW Motorrad VISION NEXT 100 BMW Motorcycle Michael Rash – Distinguished Engineer – Security Christmas Wish 2021: Satechi USB-C Multiport MX Adapter – Dual 4K HDMI. Christmas Wish 2031: A virtual reality headset that actually works. Alena Amir – Senior Content and Communications Manager Christmas Wish 2021: With conversations around VR/AR and the metaverse taking the world by storm, Santa could help out with an Oculus Quest. Purely for research purposes of course! Christmas Wish 2031: The 1985 movie, Back to the Future, was a family favorite and sure we didn’t get it all exactly right by 2015 but hey, it’s almost 2022! About time we get those hoverboards! David Coleman – Director of Wireless Christmas Wish 2021: Well, it looks like drones are the #1 wish item for 2021, and I am no exception. My wife and I just bought a home in the mountains of Blue Ridge, Georgia, where there is an abundance of wildlife. I want a state-of-the-art drone for bear surveillance. Christmas Wish 2031: In ten years, I will be 71 years old, and I hope to be at least semi-retired and savoring the fruits of my long tech career. Even though we are looking to the future, I want a time machine to revisit the past. I would travel back to July 16th, 1969, and watch Apollo 11 liftoff from Cape Kennedy to the moon. I actually did that as a nine-year-old kid. Oh, and I would also travel back to 1966 and play with my Rock’Em – Sock’Em Robots. Rock'em Sock'em Robots To summarize, our peeps in the Office of the CTO all envision Christmas 2031, where the way we interact as a society will have progressed. In 2021, we already have unlimited access to information, so future tech toys might depend less on magical new technologies and more on the kinds of experiences these new technologies can create. And when those experiences can be shared across the globe in real-time, the world gains an opportunity to learn from each other and grow together in ways that would never have been possible.

Architected a SQL-based Superstore Data Warehouse to analyse trends of customer records to identify profitable market segments and designed Quarterly Sales Forecasting Dashboard to get insights using Tableau.

This project provides free study guides, practice questions, and exam insights for Microsoft’s newest AI certifications, including AB-100 (AI Architect), AB-730 (AI Business Professional), and AB-900 (AI Fundamentals).

Synchronously orchestrating dynamic resource allocation with predictive analytics insights across scalable, intelligent distributed systems architect.

Micro-architected component framework for high-performance, real-time data processing and AI-driven insights with intelligent monitoring and analytics

This project delivers an Agentic Multi-Agent AI system for automating Azure Well-Architected reviews. Specialized agents for reliability, security, cost optimization, operational excellence, and performance efficiency collaborate via A2A, using Semantic Kernel and MCP to provide multi-modal, context-aware insights and recommendations.

Data scientist and architect of insights, focused on transforming complex data into actionable intelligence. I build predictive models, design modular workflows, and curate authoritative technical content with clarity and precision.

🚀 Welcome to the Microsoft Fabric Deployment Guide! This repository is your ultimate resource for deploying solutions using Microsoft's Fabric API. Whether you're an experienced architect or a developer, you'll find valuable insights and practical examples to enhance your projects.

Static code analysis and technical debt insights for ServiceNow, Salesforce, Microsoft Dynamics 365, and Adobe Magento — built for DevOps, architects, and platform teams

"Street Data Insight" is a Grasshopper plugin that provides a tool for urban planners and architects to reconstruct digital street profiles.

Unlock the secrets of mastering serverless design patterns and architect like a boss with this comprehensive collection of presentation materials covering essential concepts, best practices, and practical insights.

The FinOps Custom Lens allows users to launch a custom lens in the AWS well-architected review service and get insights into 115 different items related to Cloud Financial Management/FinOps grouped in 4 categories.

The book guides you on how to scale your system and boost its security, helping you become a skilled high-level cloud architect. As you progress, you will discover how individual cloud services are configured and used. The later chapters will even provide you with insights into the best GCP services and help you understand how and when to use them.

A comprehensive guide to crafting custom AI with GPT Builder and insights into GPT Architect.

This solution was architected to provide application telemetry reporting through PowerBI utilizing Azure Application Insights and Azure Data Explorer

Analytical reviews of research and policy papers on digital governance, AI systems, digital identity, and public technology infrastructure. Notes focus on methodology, architectural assumptions, and institutional implications, translating academic debates into insights for practitioners and system architects.

This project analyzes the Institute of Architects Bangladesh (IAB) dataset, focusing on firm distribution, roles, growth trends, and digital presence. Using Pandas, NumPy, and Matplotlib, key metrics like regional concentration, firm establishment over time, and digital presence are visualized, offering strategic insights for market expansion.

I'm a passionate Data Engineer with a knack for crafting innovative products and robust data solutions. I specialize in architecting ETL/ELT pipelines that transform data into actionable insights.

Architected and deployed a database for an ITSM incident management system, integrating ER, EER, and UML models into a functional MySQL relational database with 18 tables, and utilized Python for data visualization and insights.

An end-to-end distributed fitness platform architected with Spring Boot Microservices. Features event-driven AI integration (Google Gemini + RabbitMQ) for personalized workout insights, secured by Keycloak (OAuth2) and deployed with a React frontend.

Data engineering for Redshift involves architecting efficient data warehousing solutions. Data engineers design schemas, optimize performance, and build pipelines to ingest, transform, and load data, enabling organizations to derive valuable insights from their data at scale.

Architected and implemented a sophisticated AI-driven solution that revolutionizes how data engineers debug, optimize, and monitor critical data pipelines. This enterprise-grade system seamlessly integrates advanced machine learning with natural language processing to deliver actionable insights in real-time.

This project is designed to provide real-time analytics for a restaurant's menu items based on clickstream data. The goal is to derive actionable insights for a restaurant owner by architecting a data analytics solution using managed services on AWS.

Bim companies in Marathahalli .BIM Engineering US is a leading Building Information Technology solution service provider offering end to end solutions in Mechanical, Electrical, Plumbing and Fire Protection systems engineering, design and construction.We are set up to be hands-on resource to owners, developers, architects and contractors providing services in MEP Coordination, Engineering Design and Drafting, Laser Scanning and Point Cloud Modeling and Facilities Data Management. With more than a decade of industry experience and expertise in the AEC industry with government and institutional work, our key players understand the demand of construction industry and its challenges. With a highly-skilled resource team we assure high value of quality, reliability, transparency, cost-effectiveness and timeliness in our project delivery.Collaboration is a huge challenge in multi-vendor projects within the design and construction environment. To help sort this out, Building Information Modeling enables swift design implementation while focusing on facilitating collaboration between teams and simplifying information flow between contractors, engineers, architects, and design teams. Outsource2india provides a highly intelligent, strategic process to analyze required insights for creating and managing building and infrastructure projects in a more reliable, faster, and economic manner. Working on this relatively novel concept, we provide BIM services to a wide range of clients including engineers, architects, technicians, fabricators, contractors, and building owners.The Global Startup Heat Map below highlights 5 startups & emerging companies developing BIM solutions for the construction sector. Moreover, the Heat Map reveals regions that observe a high startup activity and illustrates the geographic distribution of all 338 companies we analyzed for this specific topic.Failure to communicate any problematic issues on the construction site with other teams often leads to costly errors during construction. Inaccurate time-recording at any phase of the construction process decreases the overall efficacy of a project. Software solutions that integrate BIM and communication technologies allow for better collaboration among all stakeholders.IF you are interested pls contact +91 8296698585.

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OpenBase is an enterprise-grade codebase quality analysis tool that provides comprehensive, statistical comparisons between codebases across 10 critical quality dimensions. Built for developers, architects, and engineering teams who need objective, data-driven insights into code quality.

A personal knowledge base of cloud-native architecture, GenAI systems, and secure design patterns. Built for scale. Documented for clarity. Shared to inspire.

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Master system design with clear insights for engineers, architects, and learners.

Architect turned to Big Data Insights