Rajaniesh Kaushikk
Director Technology | Microsoft MVP | Databricks MVP| Databricks Champion | MCT | Author | Blogger
Dunellen, New Jersey, United States
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Meet Rajaniesh Kaushikk – a Microsoft MVP and TOGAF Certified Enterprise Architect with over 22 years of experience in delivering complex software architectures for Fortune 500 companies. Rajaniesh specializes in data integration, governance, and analysis, with a proven track record in defining technical architectures, designing analytic solutions, and developing agile frameworks. His expertise spans Hybrid Cloud, Azure Cloud, Power BI, Kubernetes, Databricks Lakehouse, Snowflake, and more, making him a trusted partner in solving intricate business challenges and driving market growth.
As a hands-on technical architect, Microsoft Certified Solution Architect, and Databricks Champion, Rajaniesh excels in translating complex concepts into actionable strategies, whether through pre-sales technical presentations or public speaking at Microsoft events. A Microsoft Certified Trainer, he is committed to sharing his knowledge and staying at the forefront of technological advancements, ensuring scalable and innovative solutions for modern software architecture needs.
Awards
Area of Expertise
Revolutionizing AI Applications: A Deep Dive into RAG Systems on Databricks
The rapid evolution of AI and machine learning technologies brings forth the necessity for systems that can enhance accuracy and relevance by leveraging the latest information. This session offers a comprehensive tour of an end-to-end Retrieval Augmented Generation (RAG) system implemented on Databricks, designed to elevate AI applications to new heights. Attendees will explore the seamless integration of RAG into data workflows, transforming the way unstructured data is ingested, processed, and utilized to augment AI responses. Through practical demonstrations, this session will unveil how to set up efficient workflows for handling unstructured data, apply embedding models for data vectorization, and leverage foundational language models to achieve unprecedented AI performance.
Why Attend?
Innovative Integration: Learn to incorporate RAG systems into your AI applications, significantly improving their accuracy and relevance with the latest information.
- Gain practical knowledge on setting up workflows to ingest unstructured data, transforming it into actionable insights.
-Discover how embedding models and foundational language models can be applied to enhance your AI's understanding and output.
-Empower your team to allocate more time on strategic initiatives by simplifying complex data interactions through efficient data management practices.
Key Learnings and Takeaways:
-Master the art of setting up and automating workflows to process unstructured data efficiently.
-Learn the process of converting text data into vectors and storing them for easy retrieval, enhancing your model's accuracy.
-Understand how to serve embedding models, utilize foundational language models, and effectively chain these components to augment AI responses.
-Walk away with the knowledge to apply these techniques in real-world scenarios, boosting the performance and relevance of your AI applications.
Who Should Attend:
This session is crafted for a broad audience interested in advancing their AI and machine learning projects:
-Those looking to enhance their applications with the latest advancements in RAG systems and data processing.
Data Engineers and Scientists: Individuals interested in efficient data ingestion, processing, and vectorization techniques.
-Professionals seeking to understand how RAG systems can be integrated into products to improve user experience and application performance.
-Anyone exploring the frontiers of AI technology and its practical applications in handling and augmenting unstructured data.
-Curious minds eager to learn about cutting-edge AI technologies and how they're applied in real-world scenarios.
Navigate the Data Jungle: Unveiling Hidden Insights with Microsoft Fabric Notebooks
Dive deep into the heart of data exploration where every dataset tells a story waiting to be uncovered. In the ever-evolving landscape of technology and data science, the power to sift through layers of information and unearth valuable insights is not just a skill—it's an adventure. "Navigate the Data Jungle: Unveiling Hidden Insights with Microsoft Fabric Notebooks" is your gateway to mastering this adventure.
Why Attend?
- Move beyond theory with a practical, hands-on lab. You'll work with real datasets, employing techniques that you can apply immediately to your data science challenges.
- Master the art of visualization to make data tell a story. Learn how to use tools like Matplotlib and Seaborn to create compelling visual narratives that reveal underlying patterns and insights.
Key Learnings and Takeaways:
- Grasp the basics of creating and managing notebooks in Microsoft Fabric, setting a solid foundation for all your data science endeavors.
- Elevate your data exploration skills with advanced techniques for data loading, transformation, and analysis, turning complex datasets into simple, digestible insights.
- Learn to craft clear, impactful visualizations that communicate your findings effectively, making you a more persuasive data storyteller.
- Gain insights into streamlining your data analysis process, from initial exploration to in-depth analysis, enhancing your efficiency and productivity.
- Apply what you learn in a hands-on lab, working through a real dataset to uncover insights into diabetes progression, giving you a template for tackling similar challenges in your work.
Who Should Attend:
- Data Scientists and Analysts who want to enhance their data exploration and visualization skills to uncover deeper insights from their datasets.
- IT Professionals and Individuals looking to understand the practical applications of Microsoft Fabric in data science and analytics projects.
- Students and Academics seeking to broaden their practical knowledge in data science, analytics, and the use of notebooks for research and projects.
- Business Analysts and Decision-Makers who rely on data to make informed decisions and are interested in learning more efficient ways to visualize and interpret data insights.
- Tech Enthusiasts with a keen interest in data science and analytics tools, especially those eager to learn about the capabilities of Microsoft Fabric and how it can be applied in various domains.
Navigate the Data Jungle: Unveiling Hidden Insights with Microsoft Fabric Notebooks
Description
Dive deep into the heart of data exploration where every dataset tells a story waiting to be uncovered. In the ever-evolving landscape of technology and data science, the power to sift through layers of information and unearth valuable insights is not just a skill—it's an adventure. "Navigate the Data Jungle: Unveiling Hidden Insights with Microsoft Fabric Notebooks" is your gateway to mastering this adventure.
Why Attend?
- Move beyond theory with a practical, hands-on lab. You'll work with real datasets, employing techniques that you can apply immediately to your data science challenges.
- Master the art of visualization to make data tell a story. Learn how to use tools like Matplotlib and Seaborn to create compelling visual narratives that reveal underlying patterns and insights.
Key Learnings and Takeaways:
- Grasp the basics of creating and managing notebooks in Microsoft Fabric, setting a solid foundation for all your data science endeavors.
- Elevate your data exploration skills with advanced techniques for data loading, transformation, and analysis, turning complex datasets into simple, digestible insights.
- Learn to craft clear, impactful visualizations that communicate your findings effectively, making you a more persuasive data storyteller.
- Gain insights into streamlining your data analysis process, from initial exploration to in-depth analysis, enhancing your efficiency and productivity.
- Apply what you learn in a hands-on lab, working through a real dataset to uncover insights into diabetes progression, giving you a template for tackling similar challenges in your work.
Who Should Attend:
- Data Scientists and Analysts who want to enhance their data exploration and visualization skills to uncover deeper insights from their datasets.
- IT Professionals and Individuals looking to understand the practical applications of Microsoft Fabric in data science and analytics projects.
- Students and Academics seeking to broaden their practical knowledge in data science, analytics, and the use of notebooks for research and projects.
- Business Analysts and Decision-Makers who rely on data to make informed decisions and are interested in learning more efficient ways to visualize and interpret data insights.
- Tech Enthusiasts with a keen interest in data science and analytics tools, especially those eager to learn about the capabilities of Microsoft Fabric and how it can be applied in various domains.
Harnessing Large Language Models with Databricks: Advanced RAG and Multi-Stage Reasoning
Dive into the world of Large Language Models (LLMs) and learn how to leverage Databricks for advanced AI applications. This session will explore the principles of Retrieval-Augmented Generation (RAG) and multi-stage reasoning workflows with LLMs. Participants will gain insights into vector search strategies, vector databases, and best practices for improving search-retrieval performance. We will also cover the integration of LLMs into complex workflows using tools like LangChain, enabling tasks that require multi-stage reasoning and agent-based interactions.
Learning Objectives:
By the end of this session, participants will be able to:
-Explain vector search strategies and evaluate search results.
-Define the utility and applications of vector databases.
-Implement Retrieval-Augmented Generation workflows using vector search and LLMs.
-Apply LangChain to build complex logic flows with agents for multi-stage reasoning.
-Utilize best practices for enhancing search-retrieval performance and integrating LLMs into larger workflows.
From Data to Diagnosis: Building Predictive Models with Microsoft Fabric
Explore the cutting-edge capabilities of Microsoft Fabric as we delve into the world of predictive modeling for healthcare. This session, "From Data to Diagnosis," offers a comprehensive guide to using Microsoft Fabric for developing machine learning models that predict diabetes progression. The presentation will cover essential techniques and best practices in data handling, model training, and deployment within the Microsoft Fabric ecosystem.
Empowering Your Development Journey: Microsoft Fabric Copilot in Action
Join us for an enlightening session at the Low Code | No Code Platform Conference 2024, where we dive into the transformative capabilities of Microsoft Fabric Copilot. This session will explore how Fabric Copilot is revolutionizing the development landscape by empowering developers, business analysts, and technology leaders to create sophisticated applications with unprecedented ease and efficiency.
Session Highlights:
Introduction to Microsoft Fabric Copilot:
Discover the core features and benefits of Fabric Copilot, a cutting-edge tool designed to streamline development processes and enhance productivity.
Hands-On Demonstration:
Witness a live demonstration of Fabric Copilot in action. See how quickly and effortlessly powerful applications can be built, showcasing its intuitive interface and AI-driven capabilities.
Real-World Applications:
Explore case studies and success stories from various industries, highlighting how organizations have leveraged Fabric Copilot to accelerate their projects and achieve remarkable results.
Best Practices and Tips:
Gain insights into best practices for using Fabric Copilot effectively. Learn how to design scalable, secure, and maintainable applications while minimizing coding effort.
Future Trends and Innovations:
Stay ahead of the curve by understanding the latest trends and advancements in the development ecosystem. Discover how Fabric Copilot is shaping the future of software development.
Who Should Attend:
Developers and IT Professionals looking to enhance their development toolkit
Business Analysts and Citizen Developers eager to create impactful solutions
CTOs and Technology Leaders seeking innovative ways to streamline development
Entrepreneurs and Innovators interested in the latest tech trends
Embark on a journey of innovation with Microsoft Fabric Copilot. Empower your development process, reduce time-to-market, and unlock new possibilities. Don’t miss this opportunity to experience the future of software development firsthand!
Empowering Your Applications with Autonomous Agents in Azure OpenAI
Are you looking to take your applications to the next level with autonomous agents? Azure OpenAI has the solution! In this session, we'll show you how to leverage the power of Azure OpenAI to empower your applications with intelligent autonomous agents. With Azure OpenAI's advanced machine learning and natural language processing capabilities, you'll be able to create applications that can understand and respond to complex user queries with ease. We'll also explore how you can use Azure OpenAI to train your autonomous agents to learn from user interactions and improve over time. Whether you're building chatbots, virtual assistants, or any other type of intelligent application, this session will provide you with the tools and strategies you need to succeed. So, if you're ready to revolutionize the way your applications interact with users, join us for an exciting journey into the world of autonomous agents in Azure OpenAI!
Crafting Flawless AI Conversations: Mastering the Art of Prompt Flow Optimization in Azure AI Studio
In the world of conversational AI, the difference between a good interaction and a great one lies in the details. Join us for an immersive session where we explore the art and science of evaluating and optimizing Prompt Flow in Azure AI Studio, ensuring your AI-driven conversations are not only effective but truly engaging.
Designed for AI developers, data scientists, and business leaders, this session will guide you through the critical process of assessing and refining your AI’s conversational capabilities. You'll learn how to systematically evaluate Prompt Flow, identify areas for improvement, and apply optimizations that make your AI interactions more intuitive, responsive, and aligned with user expectations.
Through hands-on demonstrations, we’ll show you how to use Azure AI Studio’s powerful tools to analyze the performance of your prompts, measure effectiveness, and iterate on your designs. You’ll discover best practices for fine-tuning responses to handle a wide range of user inputs, ensuring consistency and relevance in every interaction.
Beyond the technical know-how, we’ll delve into real-world examples where optimized Prompt Flow has transformed customer experiences, streamlined operations, and enhanced decision-making processes. Whether you’re developing chatbots, virtual assistants, or AI-driven decision support systems, this session will provide you with the strategies and tools needed to elevate your AI projects.
What You’ll Learn:
-How to evaluate and analyze Prompt Flow in Azure AI Studio.
-Techniques for optimizing AI conversations to enhance user engagement.
-Best practices for ensuring consistent, accurate, and context-aware responses.
-Real-world success stories of AI optimization through Prompt -Flow refinement.
Don’t miss the chance to turn good AI interactions into great ones. Join us to master the evaluation and optimization of Prompt Flow in Azure AI Studio, and take your conversational AI projects to the next level.
Advancing Fraud Detection with Microsoft Fabric AI
In the rapidly evolving digital landscape, fraud detection has emerged as a critical challenge for industries worldwide. This session explores the cutting-edge AI capabilities of Microsoft Fabric to tackle fraud detection with unprecedented efficiency and accuracy. By diving into a comprehensive tutorial on fraud detection, participants will learn how to leverage Microsoft Fabric's machine learning tools to predict and prevent fraudulent activities in real-time. Attendees will gain insights into the power of AI in enhancing security measures, ensuring business resilience, and fostering trust among consumers.
### Objectives
- To understand the significance of AI in combating digital fraud.
- To explore the functionalities and benefits of Microsoft Fabric in fraud detection scenarios.
- To demonstrate a step-by-step approach to implementing a fraud detection model using Microsoft Fabric AI.
- To showcase real-world applications and the impact of AI-driven fraud detection on businesses.
### Target Audience
This session is designed for AI professionals, data scientists, security experts, and business leaders looking to implement advanced fraud detection strategies. Prior knowledge of AI and machine learning principles will be beneficial but not mandatory.
### Session Outline
1. **Introduction to Fraud Detection Challenges**
- Overview of digital fraud trends.
- The role of AI and machine learning in fraud prevention.
2. **Microsoft Fabric AI: An Overview**
- Introduction to Microsoft Fabric and its AI capabilities.
- Benefits of using Microsoft Fabric for fraud detection.
3. **Deep Dive into the Fraud Detection Tutorial**
- A step-by-step guide on setting up the fraud detection model.
- Discussion on data preparation, model training, and evaluation.
4. **Real-World Applications**
- Case studies showcasing the effectiveness of Microsoft Fabric AI in detecting fraud.
- Impact on businesses, customer trust, and operational efficiency.
5. **Q&A and Interactive Discussion**
- Open floor for questions.
- Interactive discussion on the future of AI in fraud prevention.
6. **Closing Remarks**
- Summary of key takeaways.
- Resources for further learning.
### Session Duration
60 minutes (45 minutes presentation + 15 minutes Q&A
Demystifying Azure Synapse Networking
In the vast realm of cloud computing, Azure Synapse stands tall as a game-changer, offering unmatched analytics service capabilities. But with great power comes great responsibility, especially when it comes to networking. To some, navigating Azure Synapse Networking might feel like deciphering a complex maze. But here's the good news! This session is designed to demystify the enigmas, streamline the complexities, and illuminate the core essence of Azure Synapse Networking. Whether you're an Azure aficionado or a newcomer exploring cloud analytics, this session is your ticket to a transformative experience.
Unleashing the Power of Azure OpenAI and Service Embedding for unstructured document search
Are you struggling to find the information you need buried deep within unstructured documents? It's time to unleash the power of Azure OpenAI and Service Embedding! In this session, we'll show you how to harness the latest advancements in AI and cloud-based services to transform your unstructured document search. With Azure OpenAI's advanced natural language processing and Service Embedding's powerful integration capabilities, you'll be able to extract meaningful insights from your documents and make informed decisions with ease. Whether you're in healthcare, legal, or any other industry that requires in-depth document analysis, this session will give you the tools you need to unlock the full potential of your data. So, join us on this exciting journey into the world of unstructured document search and see for yourself how Azure OpenAI and Service Embedding can revolutionize the way you work with information.
Mastering AKS Ingress Controller: A Live Session
Welcome to "Mastering AKS Ingress Controller: A Live Session". In this session, we will dive deep into the world of Kubernetes and explore the AKS Ingress Controller. If you're familiar with Kubernetes, you may already know that an Ingress Controller is a powerful tool that helps you expose your Kubernetes services to the outside world. But with so many options available, it can be overwhelming to choose the right one for your needs.
In this live session, I will guide you through the process of setting up and configuring the AKS Ingress Controller. We'll cover the basics of what an Ingress Controller is, how it works, and why it's so essential to your Kubernetes environment. We'll also cover the best practices for optimizing your Ingress Controller configuration, and explore some of the advanced features available in AKS Ingress Controller that can take your Kubernetes deployment to the next level.
By the end of this session, you'll have a comprehensive understanding of how to use AKS Ingress Controller to streamline your Kubernetes environment and optimize your application deployment. So join us today and take your Kubernetes skills to the next level!
Boosting Collaboration and Productivity with Azure DevOps and Databricks
In today's data-driven world, it's no secret that collaboration and productivity are key to success. However, when it comes to data engineering and machine learning projects, it can often be a challenge to find the right tools and processes to achieve this.
Fortunately, Azure DevOps and Databricks offer an unbeatable combination for boosting collaboration and productivity in your data science projects. With the seamless integration of Azure DevOps and Databricks, you can streamline your workflows and automate your processes to make your team's work more efficient and effective.
So, whether you're a data engineer, data scientist, or team manager, this session will provide you with valuable insights and practical tips on how to use Azure DevOps and Databricks to optimize collaboration and productivity in your data-driven projects. So, let's dive in and discover the power of this dynamic duo!
Unlocking the Human Side of Data with Azure OpenAI and Azure SQL
Are you tired of poring over endless spreadsheets and databases in search of the information you need? Imagine being able to simply ask a chatbot a question and get instant results from your database. It sounds like science fiction, but with Azure OpenAI and Azure SQL, it's a reality! In this session, we'll show you how to unlock the power of conversational AI to make data more accessible and user-friendly. With Azure OpenAI's natural language processing and Azure SQL's powerful data management capabilities, you'll be able to create a chatbot that can understand your questions and deliver the data you need in real-time. From streamlining customer service to optimizing business processes, the possibilities are endless. So, if you're ready to harness the human side of data and revolutionize the way you work with information, this session is not to be missed!
Unleashing the Power of Azure OpenAI and Service Embedding for unstructured document search
Are you struggling to find the information you need buried deep within unstructured documents? It's time to unleash the power of Azure OpenAI and Service Embedding! In this session, we'll show you how to harness the latest advancements in AI and cloud-based services to transform your unstructured document search. With Azure OpenAI's advanced natural language processing and Service Embedding's powerful integration capabilities, you'll be able to extract meaningful insights from your documents and make informed decisions with ease. Whether you're in healthcare, legal, or any other industry that requires in-depth document analysis, this session will give you the tools you need to unlock the full potential of your data. So, join us on this exciting journey into the world of unstructured document search and see for yourself how Azure OpenAI and Service Embedding can revolutionize the way you work with information.
Unlocking the Full Potential of Your Azure DevOps CI/CD Pipelines with Azure Kubernetes Services
Are you looking to set up a CI/CD pipeline for AKS (Azure Kubernetes Service) but don’t know where to start? Look no further. In this session, we will cover the basics of setting up a CI/CD pipeline with Azure DevOps – from creating builds and releases, deploying resources, automating deployment processes with Azure Pipelines, and best practices for configuring pipelines. By the end of this session, you'll have everything you need to get your CI/CD pipeline up and running in no time! So let's dive right in!
Automate boring Service Now Tickets with Power Automate
Service now is a great tool for IT service management. But have you come across a situation where your most precious time is wasted in raising the service now tickets (Change Ticket, Incidents, and Service Tickets)? This becomes quite boring and inefficient. Especially when you must go through this ordeal very often because your work depends upon other teams. Did you always imagine that you could be happier if you could offload this boring stuff to somebody else? Sounds familiar?
Ok, do not worry. If you want to automate this monotonous stuff and live a happy productive life, then this session is for you.
In this session will learn how to automate ServiceNow tickets with Microsoft Power Automate and Power Virtual Agent and achieve 100% productivity in the most efficient way.
See you there!! :)
Deploying SQL server Always on Availability Group on Azure Kubernetes Services(AKS).
In this session we will learn how to deploy the SQL server Always on Availability Group on Azure Kubernetes Services (AKS). The advantage of setting up SQL always on availability on AKS is that if SQL server instance fails Kubernetes will automatically
re-creates it in new POD and attach it to the persistent volume. It will also provides protection from Node failure by recreating it again. It is very easy to setup and configure. We will start with the basics of Kubernetes and than implement these concepts on Azure AKS.
Developing Intelligent Bot in Azure
The conversational bot has become a way of life. Whether it is responding to customer queries, asking common FAQs, or creating tickets in SNOW tickets.
In this session, we will learn
-How to develop an intelligent Bot that will deploy an Azure infrastructure in Azure Environment?
-How to add natural language processing capability to make it more intelligent?
Unified data governance with Azure Purview
Azure Purview is a unified data governance service that helps you manage and govern your on-premises, multi-cloud, and software-as-a-service (SaaS) data. You can create a holistic, up-to-date map of your data landscape with automated data discovery, sensitive data classification, and end-to-end data lineage with Azure Purview.
One of the critical features of Azure Purview is the ability to show the lineage between datasets created by data processes. Data lineage can help to show how data moves over time. This enables you to see how data is used and what changes to data have been made which helps you to understand, trace back, and correct data at the source of origin.
In this session, we will learn how to implement Data Lineage in Azure Purview.
Who is the target attendee?
Data Architect/ETL Developers/Consultants
Why would that person want to attend your session?
- To start your journey with Azure Purview to develop data Lineage
What can the attendee walk away with?
- What is Azure Purview?
- Data Lineage capability of Azure Purview
- How to implement Data Lineage in Azure Purview?
Deploying a multi-container application to Azure Kubernetes Services
Azure Kubernetes Service (AKS) is the quickest way to use Kubernetes on Azure. Azure Kubernetes Service (AKS) manages your hosted Kubernetes environment, making it straightforward to deploy and manage containerized applications without requiring container orchestration expertise. It also enhances agility, scalability, and availability of your containerized workloads. Azure DevOps further streamlines AKS operations by providing continuous build and deployment capabilities.
In this session, we will learn how to deploy a multi-container application to Azure Kubernetes Services
Who is the target attendee?
IT Developers/Consultants
Why would that person want to attend your session?
- To start your journey with AKS and build a multi-container application.
What can the attendee walk away with?
- What is a multi-container Application?
- How to deploy the multi-container application to Azure Kubernetes Services.?
- How to build automated pipelines using Azure DevOps to deploy Applications to AKS?
Building reliable data processing pipelines with Azure Databricks Delta live tables
Azure Databricks Delta Live Tables is a framework for building reliable, maintainable, and testable data processing pipelines.
You define the transformations to perform on your data, and Delta Live Tables manages task orchestration, cluster management, monitoring, data quality, and error handling on its own.
Instead of defining your data pipelines using a series of separate Apache Spark tasks, Delta Live Tables manages how your data is transformed based on a target schema you define for each processing step. You can also enforce data quality with Delta Live Tables with a feature called "expectations". "Expectations" allow you to define expected data quality and specify how to handle records that fail those expectations.
In this session, we will learn how to develop a data processing pipeline with Azure Databricks Delta live tables.
Who is the target attendee?
Data Architect/ETL Developers/Consultants
Why would that person want to attend your session?
- To learn the modern way to develop the data processing pipelines
What can the attendee walk away with?
- What is an Azure Databricks Delta live table?
- Delta Live Tables concepts.
- How to Develop Data processing pipelines with Delta Live Tables?
Low Code/ No Code Power Platform Conference Sessionize Event
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