Justin Grammens
Founder + CEO, Lab 651
Saint Paul, Minnesota, United States
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Justin Grammens is a lifelong learner and passionate about Software Development, Artificial Intelligence and enjoys giving back to the community through non-profit organizations and teaching.
He is the Founder and CEO of Lab651, where his team helps companies quickly and efficiently build their custom software applications by guiding them with a proven process and talent to a successful release. He is the owner of Recursive Awesome where his team applies Artificial Intelligence and Machine Learning to solve their most difficult business challenges. He is the owner of IoT Weekly News, a co-founder of AppliedAI and Captovation, the host of the Conversations on AppliedAI Podcast, and an Adjunct Professor at the University of Saint Thomas in their Graduate Programs in Software.
A proven leader and builder of technology, Justin speaks regularly at meetups, conferences, and on the Lab651 and AppliedAI YouTube channels. Grammens was named one of the (Real) Power 50 by Minnesota Business Magazine and launched the first-ever Artificial Intelligence conference in Minnesota. He is a mentor to students of all ages through CoderDojo Twin Cities and Macalester College's MacStartups program. Most importantly, he is blessed to have a loving wife and two amazing boys who are the light of his life.
Area of Expertise
Topics
Fundamentals of Azure IoT
The Internet of Things is not only changing the way that we live but the way that companies do business. Microsoft is spending billions of dollars on their IoT infrastructure to help support companies with the next generation of the Internet - physical objects that are all around us. This generation involves not only laptops, desktops, and smartphones connected on the Internet, but remote assets such as equipment, appliances, and products. Learn about the MXChip Kit ( https://microsoft.github.io/azure-iot-developer-kit/ ) from Microsoft and how it plugs into the Azure IoT infrastructure so as engineers and product designers we can further understand what's possible when we connect our equipment and understand the usage patterns of our customers
Empowering Engineering Teams with Large Language Models: From Ideation to Implementation
This presentation will explore innovative applications of LLMs across the engineering lifecycle, from ideation and design to implementation and testing. We'll showcase practical examples, including automated requirements gathering, design optimization, code generation, and model testing, highlighting how LLMs can streamline processes, enhance team productivity, and drive project success. Join us to learn how anyone can harness the power of LLMs to tackle complex challenges, improve decision-making, and lead teams to deliver high-quality engineering projects efficiently.
Harnessing the Power of LangChain in Your Industry
LangChain can be used to build a wide variety of AI applications, including chatbots, personal assistants, creative content generators, data analysis tools, and task automation tools. If you haven't used it before, get ready to revolutionize your AI toolbox! In this session, we'll dive into the magic of creating sophisticated conversational agents by exploring the main components of LangChain: Functions and Routing which will help us build a system using Retrieval Augmented Generation (RAG). Using these components the output of this talk will culminate in not only the creation of a conversational agent in which you will fully understand the interworking and come away with the knowledge of how LangChain works, what vector databases and embeddings are, and why it should be a critical consideration when building your AI-powered products.
The Artificial Intelligence of Things - The Convergence of Technologies Enabling Disruption
* Definitions of Artificial Intelligence (AI), Internet of Things (IoT), and Artificial Intelligence of Things (AIoT)
* Why the AIoT will change our business and personal life
* Why your business will not survive without it
* Business applications and use cases
* Examples and how to get started
Project Charters - Why You Start with the Why
A Project Charter - a term we've all heard but do we truly understand its significance? In this session, we'll dive into why it's often overlooked, and how we can change that. Discover why a Project Charter is one of the main ingredients for project success. We'll examine a few examples, pinpoint the common pitfalls, and by the end, arm you with the best practices to help you and your development team craft a winning Project Charter for your next project.
Scope Creep: Damned If I Do, Damned if I Don’t
While everyone likes to share successes, let’s discuss the reality of software development. Projects are messy with lots of competing interests and challenges. One of these challenges that comes up often is scope creep. As software developers, we can be pulled in many different directions to not only help make the best product that we can, but stay focused on the scope of what’s expected. Sometimes your job feels like: “Damned If I Do, Damned If I Don’t”. Let’s discuss the reality of the situation and some techniques and tools to help.
Session Outline:
* Introduction: Some projects & experiences with scope creep I’ve had as a developer
* Scope Creep: who are the guilty parties, what are the signs, why it happens and when it's most likely
* Solutions: Tips/tricks to help if you are in this situation -- Ideas on how to help avoid scope creep in the future -- Reach out and let me know if they work!
* Q&A
Personal Productivity Hacks - Become a Better Developer by Taking Care of YOU
The pandemic was a harsh reminder of the importance of having a solid system and a positive mindset when working. In this presentation, I'll unveil the secret productivity hacks that I discovered in 2019 and proved to be a lifesaver during the tumultuous times of 2020 and beyond. From reading and implementing a powerful morning routine, I made transformative changes in my career that I wish I had started much earlier. Join me as I share my journey and give you the tools to revolutionize your own productivity and take control of your career.
ChatGPT : What’s Going on in That Brain of Yours?
ChatGPT is the talk of the town and for a good reason. Everywhere you look, it's making its presence known. With hundreds of applications, it's a game-changer in the AI world. But what's going on under the hood? In this talk, we'll delve into the inner workings of ChatGPT, uncovering the methods and algorithms used to train and generate large language models. From real-world industry use cases to hands-on demonstrations, we'll explore the best practices for interfacing with it's API. Get ready for an interactive experience, where the audience will have plenty of opportunities to share their own experiences with ChatGPT.
Open Source Data Labeling with Label Studio
Are you tired of the tedious and time-consuming process of manually labeling data for your Machine Learning models? The thought of building a custom interface just to load, label, and export your data for training can be overwhelming. But what if I told you, there's a solution that can revolutionize your data labeling journey? Introducing Label Studio, the Open Source Data Labeling Platform! Say goodbye to mundane tasks and hello to effortless labeling for every data type - from Image Classification to Object Detection and Semantic Segmentation. In this talk, I'll show you how to set up Label Studio, configure your interface, effortlessly label your data, and finally train it to be fed into a production ML pipeline. Don't miss out on the opportunity to streamline your data labeling process and improve the accuracy of your models.
Understanding AI in Everyday Life
In this enlightening presentation, we explore the fascinating world of Artificial Intelligence (AI) in a way that is accessible and engaging for anyone, regardless of their age or experience. We will demystify the complexities of AI, illustrating its benefits and potential impact on everyday life. Our journey will include real-time demonstrations, interactive exercises, and simple explanations, making this cutting-edge technology approachable and relevant for those who might not be tech-savvy. Join us to discover how AI can enhance your daily life, offering convenience, safety, and a touch of magic in the digital age.
Harnessing The Power of LangChain in Healthcare Applications
LangChain can be used to build a wide variety of AI applications, including chatbots, personal assistants, creative content generators, data analysis tools, and task automation tools. If you haven't used it before, get ready to revolutionize your AI toolbox! In this session, we'll dive into the magic of creating sophisticated conversational agents by exploring the main components of LangChain: Functions and Routing which will help us build a system using Retrieval Augmented Generation (RAG). Using these components the output of this talk will culminate in not only the creation of a conversational agent in which you will fully understand the interworking and come away with the knowledge of how LangChain works, what a vector databases and embeddings are, and why it should be a critical consideration when building your AI powered products.
Using AI for Competitive Advantage: How Business Leaders Harness AI to Supercharge Productivity
In this talk, we delve into how Chief Technology Officers and Chief Product Officers can leverage AI to redefine their software creation process. Highlighting the use of AI tools like ChatGPT for ideation, requirements gathering, and system engineering, alongside GitHub Copilot for efficient code generation, this presentation underscores the transformative impact of AI-driven product management on team productivity. Attendees will learn to balance the adoption of cutting-edge AI technologies with the practical needs of product development teams, crafting a cohesive strategy that leverages AI for both operational efficiency and competitive differentiation. Discover how to empower your teams with AI to facilitate a smoother, quicker transition from concept to market, guaranteeing superior outcomes.
LangChain: The AI Chain to Rule all the Rules
LangChain can be used to build a wide variety of AI applications, including chatbots, personal assistants, creative content generators, data analysis tools, and task automation tools. If you haven't used it before, get ready to revolutionize your AI toolbox! In this session, we'll dive into the magic of creating sophisticated conversational agents by exploring the main components of LangChain: Functions, Expressions Language, Tagging, Extraction, and Routing. Using these components the output of this talk will culminate in not only the creation of a conversational agent but an agent in which you will fully understand the interworkings and come away with the knowledge of how LangChain works and why it should be a critical piece of your future AI projects.
The Good, The Bad, and The Ugly: The Current State of Open Source Large Language Models
In this presentation we will embark on a comprehensive exploration of open-source Large Language Models, contrasting them with their commercial counterparts. This presentation will investigate the compelling motivations for opting for an open-source LLM, underscoring the inherent advantages, possible risks, and distinct challenges associated with such a choice. By examining and showcasing examples from recent releases, we will present a detailed comparison of the landscape of open-source versus commercial LLMs. Participants will acquire a deeper understanding of this evolving domain, enabling them to navigate the shifting terrain of artificial intelligence with informed insight. Join us for a session designed to clarify the complexities and highlight the innovations within the sphere of open-source LLMs.
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