Shivam Bansal is VP, Forward Deployed AI Engineering at H2O.ai. He leads the team behind pre-sales, post-sales, customer engagement, training and machine learning engineering. He works with executives to turn business goals into AI applications with clear metrics, and with pre-sales, customer success and marketing to shape each use case into a working solution.Shivam has built end-to-end AI solutions across banking, insurance, retail, healthcare and manufacturing. His skills span data science, machine learning, AI applications and full-stack engineering, and he has built and led teams from the ground up.Shivam is a Kaggle Triple Grandmaster in datasets, notebooks and discussions, and a Competition Master with five competition wins and ten Kaggle awards. He has held the world #1 and #2 ranks in Kaggle datasets and notebooks. He graduated as valedictorian with a master's degree from the National University of Singapore, where he also won the Global Fintech Challenge and the Innovation Challenge.
H2O Gen AI Ecosystem Overview - Level 1
Udemy Course Rating:4.5★★★★★★★★★★
- Generative AI
- H2O Cascade
- Enterprise h2oGPTe
- H2O Document AI
- H2O MLOps
- Last updated 06/2025
- English
- Beginner
- 5h 26m · 10 lessons
About this course
This course introduces the core tools in the H2O.ai GenAI ecosystem. Learn how to build and fine-tune LLMs using h2oGPT and LLM Studio and create simple AI-powered apps using GenAI AppStudio's sketch2app and prompt2app.
Suitable for beginners and anyone interested in practical GenAI development.

Skills you will take away
Build and Optimize Large Language Models
Create and fine-tune your own GPT models using h2oGPT, LLM Studio, and LLM DataStudio.
Develop AI-Powered Web Applications
Use GenAI AppStudio to build and deploy custom AI applications using sketch2app and prompt2app.
Retrieve Information Efficiently with Enterprise h2oGPTe
Learn to extract meaningful insights from real-world data using advanced information retrieval techniques.
10 lessons, start to finish
Pick a lesson to play it here. Watch in order, then take the quiz.
NEW to Generative AI? This beginner-friendly course is your launchpad! ➟ Explore H2O.ai's comprehensive Generative AI toolkit. ➟ Master the fundamentals and unlock the potential of these cutting-edge solutions. ➟ Discover real-world use cases across diverse industries. ➟. Gain practical skills through hands-on demonstrations. No matter your background, this course equips you to leverage AI for real-world challenges positioning yourself for pivotal roles in an AI-driven world.