GDG on Campus Institute of Engineering & Management - Kolkata, India
Join us for a hands-on workshop on "Building Autonomous AI Agents" with Raihan Khan. Learn to create AI agents capable of independent decision-making and real-time adaptation, with a focus on practical implementation and deployment. Ideal for AI developers seeking real-world applications.
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Event Description: "Building Autonomous AI Agents" – A Hands-On Workshop with Raihan Khan
Artificial intelligence (AI) is no longer just a futuristic concept; it has become an integral part of modern technology and industry. With AI applications increasingly making their way into everyday tools and processes, understanding how to create and implement autonomous AI agents is a crucial skill for aspiring developers, engineers, and tech enthusiasts. This workshop, led by Raihan Khan, an AI Applications Engineer and founding AI Engineer at Wyzr, provides an in-depth exploration into building autonomous AI agents. Whether you're a beginner or have some experience in AI, this hands-on event is designed to equip you with practical knowledge and skills to create AI agents capable of independent decision-making.
About the Speaker: Raihan Khan
Raihan Khan’s expertise in AI and machine learning extends across multiple domains. A Harvard CYES Innovation Fellow and a founding AI Engineer at Wyzr, Raihan’s journey in AI has been impressive. He has interned at BitHyve during Summer of Bitcoin 2023 and has been recognized globally for his contributions. His accomplishments include being a two-time winner of Major League Hacking (MLH) Hackathons and organizing the Diversion Hackathon, a prominent event in the developer community. Raihan's work has earned him features in news outlets across Abu Dhabi, Italy, and America.
Workshop Overview
The "Building Autonomous AI Agents" workshop is tailored for those eager to delve into the world of AI, specifically focusing on autonomous AI agents—systems designed to perform tasks independently without human intervention. Autonomous AI agents are increasingly being utilized in applications ranging from self-driving cars to recommendation systems, virtual assistants, and automated decision-making tools.
This workshop will take participants through the fundamentals of AI agents, including what they are, how they work, and how to create them. By the end of the workshop, participants will have hands-on experience in building AI agents that can sense their environment, make decisions based on input, and carry out actions accordingly.
What to Expect?
1. Introduction to Autonomous AI Agents:
The session begins with a foundational overview of autonomous AI agents. Participants will learn about the history and evolution of AI agents, the differences between simple and complex agents, and real-world applications of autonomous agents in industries such as healthcare, finance, and robotics.
2. AI Agent Architecture:
Understanding the architecture behind AI agents is crucial for building them. Raihan will guide participants through the basic components that make up an AI agent, such as sensors, effectors, and decision-making algorithms. Participants will gain insights into how these components interact to enable autonomous behavior.
Autonomous AI agents rely on environments to function effectively. Participants will learn how to design simple environments for agents to interact with, ranging from simulation platforms to real-world scenarios. This section will highlight the importance of creating environments that accurately mimic the complexities agents will face, allowing them to learn and make intelligent decisions.
3. Hands-on: Building Your First Autonomous AI Agent:
The core of the workshop revolves around the hands-on creation of an autonomous AI agent. Raihan will provide step-by-step instructions for building a basic agent from scratch. Participants will follow along in real-time, using provided datasets and tools to build an agent capable of interacting with its environment and performing tasks autonomously. As part of the hands-on section, participants will also explore how reinforcement learning techniques can be applied to improve the performance and decision-making capabilities of their agents.
4. Debugging and Improving AI Agents:
Building an AI agent is just the beginning. Participants will learn common challenges in developing autonomous agents, including debugging errors, refining algorithms, and improving the agent’s ability to adapt and learn from new situations. Raihan will share practical tips from his experience in the field, helping participants avoid common pitfalls and optimize their agent’s performance.
5. Real-World Applications and Future of Autonomous AI:
The workshop will conclude with an exploration of real-world applications of autonomous AI agents, from chatbots and virtual assistants to complex robotics and financial trading systems. Raihan will discuss the future potential of autonomous agents, touching upon advanced concepts such as multi-agent systems, ethical considerations in AI, and the role of AI in transforming industries. This final section aims to inspire participants to continue their journey in AI, applying their newfound skills to tackle real-world problems.
Takeaways
By the end of the workshop, participants will:
- Have a solid understanding of the fundamental concepts behind autonomous AI agents.
- Gain hands-on experience building a functional AI agent from scratch.
- Learn how to use key AI tools and frameworks for developing and training AI models.
- Understand the real-world implications and applications of autonomous AI, as well as its future potential.
Don't miss this opportunity to learn from one of the leading minds in AI, Raihan Khan, and take your first steps into the fascinating world of autonomous AI agents.
Monday, September 30, 2024
10:45 AM – 12:45 PM UTC
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