AI & Machine Learning

AI Agent

George Tonmoy RoyGeorge Tonmoy Roy
Last updated June 18, 2026No reviews yet

About this course

This short-term, hands-on course introduces AI Agents for Programmers with a strong build-first and production-oriented approach. Participants will learn how to design, validate, orchestrate, and deploy reliable AI agents using modern frameworks and best practices.

The course covers two orchestration tracks—LangGraph and PydanticAI—and focuses on real-world agent workflows, including tool usage, Retrieval-Augmented Generation (RAG), automation with approvals, and production deployment. By the end of the program, participants will have built and deployed a fully functional AI agent with a web interface and backend API.

This program is conducted in collaboration with SheSTEM, an organization dedicated to women’s empowerment in technology. In line with this mission, the course is exclusively for women.

Course objectives

  • Build reliable AI agent outputs using Pydantic-based validation and repair loops
  • Implement RAG pipelines with citations and retrieval tuning
  • Design
  • test
  • and secure tools/actions with guardrails
  • Create automation agents (post/message/email) with approval flows and logging
  • Orchestrate complex workflows using LangGraph and PydanticAI (Supervisor + Dependencies pattern)
  • Expose agents via FastAPI
  • Deploy agents to Render
  • Build a simple Streamlit UI for interaction

Course benefits

  • Internship provided after successful course completion

What you'll learn

  • Step-by-step modules
  • Hands-on assignments

Who this course is for

  • Only for women participants
  • Students from STEM disciplines (Science
  • Technology
  • Engineering
  • and Mathematics)
  • Programmers

Skills covered

  • AI & Machine Learning
  • Beginner

Course curriculum

4 modules · 16 lessons

Meet your trainers

George Tonmoy Roy

Trainer

George Tonmoy Roy

NLP & LLM instructor

Software Engineer, Dev Monks Former AI Engineer, Nidus Lab Former Teaching Assistant, Ostad

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