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  1. Home
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  3. Dustin Gallegos
Dustin Gallegos's picture

Dustin Gallegos

CEO & Founder
Kmeleon
Country or state 
United States (Florida)
Available to 
Global
City 
Miami
Fee 
Languages 
English,
Spanish,
...
Volunteer
Yes
Timezone 
America/New_York

Personal Details

Bio

I was born into a modest family in a coastal city south of Ecuador, where my first job experiences were at banana farms and my grandfather’s food store. My first business endeavor was at the age of 16 right after high school when I tried opening the second “cyber cafe” in Ecuador, but I felt short of investment and planning. I continued to engineering school at ESPOL but decided to take on an opportunity to migrate to the USA due to the severe economic crisis. I arrived in New York City, where I worked for 4 years in various manual labor jobs as an undocumented immigrant, while attending night school learning English and obtaining a GED, which allowed me to rejoin my studies at a community college in the Washington DC area in 2006.

I transferred to Virginia Tech to continue my engineering studies but moved shortly after that to do research in Cornell University biomedical sensors. I was then accepted to join University of Illinois at U-C, which had top program in my both fields of study: computer and electrical engineering. There I published my first scientific paper while I was part of the Nano-sensors Institute, from which a patent was granted for my design and algorithms using photon-based biosensors.

I have worked at General Electric, setting the foundation for the automation program in their substation designs. Also, I was part of an exchange program studying German while working for Norgren (Germany), building and programming robotic arms at factories like Volkswagen and Mercedes Benz. I was a lead programmer at the National Institute for Supercomputing Applications, and a researcher for the Biosensors Lab in Cornell university focused on designing microelectronic sensors. I have also participated in various competitions such as the International Renewable Design (2nd place), Microsoft's Hackathon (3rd: 2015, 2nd : 2017 amongst more than 1K submissions) where I was granted a patent for one of my designs. In 2015, I was selected to be part of the 4-member team that represented Microsoft at the annual White House hackathon; we scored first place amongst other top companies like Accenture, Boston Consulting, Google, and AWS.

In 2013, I joined Microsoft as a software engineer, building large scale solutions for enterprises, then became a cloud architect. Then I transitioned into giving technical talks and served as a technical and strategic advisor for various fortune 500 corporations. Since 2016, I fully focused on AI (artificial intelligence), specifically on Neural Networks for the recognition of human language by computers (NLP).

In 2017, I moved to Miami, FL and founded Kmeleon, which today is a team of 14+ experts from around the world, pioneering Generative AI solutions for enterprises. I am also a board member at Prison Scholar Fund, an investor, and I speak about technology, strategy and innovation in various events and media interviews.

Current position (1)

CEO & Founder

Kmeleon

Degrees (2)
Electrical and Computer Engineering
University of Illinois at Urbana-Champaign
2010 to 2012
Computer Engineering
Cornell University
2009 to 2010

Presentations

Presentations (4)
How to adopt successfully AI in your company?

In this talk, I will guide decision-makers and C-level executives through the essential steps for adopting AI in their organizations. We'll start by exploring how to accurately measure AI's potential impact on business operations, helping you identify key areas where AI can drive the most value. Next, I'll outline how to develop a comprehensive AI strategy and adoption roadmap, covering not only the technical aspects but also critical business considerations such as compliance, risk management, and ethical concerns. Finally, I’ll present proven methods, tools, and best practices to ensure a successful and impactful AI integration that maximizes return on investment and operational efficiency. Whether you're new to AI or looking to optimize your current efforts, this session will equip you with actionable insights to guide your AI journey.

Empowering Enterprises with AI Agents: A New Paradigm in Task Management

In this talk, we introduce Kmeleon's agentic framework for enterprise applications, a cutting-edge approach that revolutionizes how companies can leverage Generative AI (GenAI) to manage and optimize their internal processes. Our framework enables the creation, management, and monitoring of AI agents that seamlessly integrate with existing company resources, autonomously executing a wide range of tasks. We will demonstrate how these GenAI agents are already capable of taking on typical business functions—ranging from routine operations to complex decision-making—and how they go beyond by expanding the framework's capabilities itself.

10 Valuable Lessons drawn from 47 AI Enterprise Projects.

In this talk, I will share the top 10 lessons learned from our experience executing 47 AI projects across various enterprises at Kmeleon. These insights, drawn from real-world scenarios, provide a roadmap of do’s and don’ts for decision-makers aiming to successfully implement AI in their organizations. From navigating technical complexities to managing stakeholder expectations, and from aligning AI solutions with business goals to overcoming compliance and operational hurdles, these lessons will help you avoid common pitfalls and ensure your AI initiatives deliver maximum impact. Whether you're embarking on your first AI project or refining an ongoing one, this talk will offer actionable advice to help you steer your efforts toward success.

How to measure the ROI on your planned AI project?

In this talk, I will delve into the critical process of measuring the return on investment (ROI) of an AI project before it begins, equipping decision-makers with the tools to make informed choices. We’ll explore how to economically evaluate the potential gains from AI by quantifying cost savings, revenue generation, and efficiency improvements. Beyond economics, we’ll examine the strategic impact of AI, including its ability to drive innovation and provide a competitive advantage. Lastly, we’ll address the often-overlooked human and compliance factors, discussing how to assess AI's impact on your workforce, organizational culture, and compliance with regulatory frameworks. This session will provide a holistic approach to evaluating AI projects, ensuring you make data-driven, well-rounded decisions before investing in AI initiatives.

Past talks (2)
Empowering Enterprises with AI Agents: A New Paradigm in Task Management
DevIntersection
Las Vegas, NV
September 11, 2024
AI could replace actors in just 5 years. But how likely is this?
The AI Journal
Miami, FL
May 29, 2024
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Books & Articles (5)

Tiny LLMs: Cutting Costs and boosting performance
AI Retrieval Systems with GraphRAG
LLM Match-up: Gemini 1.0 Pro vs GPT-4
Reimagining the Insurance Landscape with Gen AI
How to Pick the Right Vector Database for Your LLM Application

Expertise (7)

Technology
IT consulting and services
Cloud
Business
GenerativeAI Artifical Intelligence AI Technology
Recommendations
Why choose me? 

As a CEO of a AI consulting firm & ex-Msft expert, I bring valuable insights on how to best adopt AI

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