Ai_devs 3 Agents

Certification in AI Development and Agent Building

On December 9, 2024, I earned a certification in AI Development and Agents from the esteemed AI_devs3 Agents program. This intensive 5-week course provided me with hands-on experience in designing and implementing cutting-edge AI solutions.

Core Skills Acquired

1. Interacting with LLM’s API
   • Developed expertise in working with APIs from providers like OpenAI, Anthropic, and DeepMind.
   • Mastered advanced prompt design, automated evaluation techniques, and managing LLM limitations.
   • Leveraged tools like Langfuse and Promptfoo to optimize API workflows.
2. Multimodality in Practice
   • Gained proficiency in processing multimodal data (text, image, audio, and video).
   • Designed real-time voice interfaces and used tools like ComfyUI for advanced graphic generation.
   • Combined content formats and optimized performance for long-form document handling.
3. AI Integration & Interfaces
   • Processed structured and unstructured data for RAG (retrieval-augmented generation).
   • Built tools linking AI agents to applications and services, ensuring safety and privacy.
4. Building Advanced AI Agents
   • Created custom AI agents with multi-step logic for dynamic use cases.
   • Built autonomous agents and developed long-term memory systems for improving reliability.

Course Highlights

• 25+ lessons and coursework activities.
• 5 live meetings with instructors and peers for collaboration.
• Mentorship from industry leaders: Adam Gospodarczyk, Jakub Mrugalski, and Mateusz Chrobok.