LLM Application from Inception to Production


This workshop is designed to explore how artificial intelligence can be used to generate creative outputs and to inspire technical audiences to use their skills in new and creative ways.

The workshop will also include a series of code exercises designed to give participants hands-on experience working with AI models to generate creative outputs. Some of the exercises we will cover include:

- Generating text using NLP models like LSTM and Transformer.

- Advanced strategies to leverage Open Source LLMS

- Alignment

- Fine tune an open-source model

- Evaluate automatically LLMs outputs

- Use Gen AI in different fields, like computer vision and audio.

Using reinforcement learning to generate creative outputs that match certain criteria or goals.

Overall, this workshop is ideal for technical audiences who are interested in exploring the creative possibilities of artificial intelligence. Participants should have a basic understanding of machine learning concepts and be comfortable coding in Python. Join us at odsc.com to discover new ways of using AI to create, innovate and inspire!


Leonardo De Marchi holds a Master degree in Artificial intelligence and has worked as a Data Scientist in the sports world, with clients such as the New York Knicks and Manchester United. He now works in Thomson Reuters as VP of Labs and also provides consultancy and training for small and large companies. His previous experience includes being Head of Data Science and Analytics in Bumble, the largest dating site with over 500 million users, heading the team through acquisition and an IPO.

Open Data Science




Open Data Science
One Broadway
Cambridge, MA 02142

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