Alkemy’s GenAI ecosystem

Don't forget to get your ticket on Eventbrite to register to the event:
https://www.eventbrite.it/e/alkemys-genai-ecosystem-tickets-830870434837?aff=oddtdtcreator

Link to Youtube streaming:
https://www.youtube.com/@DataScienceMilan

Event Agenda:

Alkemy’s GenAI ecosystem - Marcello Villa, Davide Posillipo, Milica Cvjeticanin

Alkemy developed a comprehensive point of view on Generative AI and is supporting its client in adopting it in a meaningful and sustainable way. Marcello Villa will present Alkemy’s GenAI ecosystem and some of the use cases they are working on.
Shifting perspective from the clients to the developers, in the second part Davide Posillipo will reflect on how the latest Generative AI applications are impacting our own field, Data Science, and what we can expect to happen in the future to our profession.
As an example of new ways of working, in the final part Milica Cvjeticanin will talk about an unconventional Transformer model. LLMs modern architectures based on Transformers represent an extremely powerful tool for solving a variety of problems. But these architectures are mostly cited when approaching natural language processing. However, with combining meta learning, Bayesian Neural Network prior (BNN) and Transformer’s architecture the application field of transformer-based models is expanded so that it solves even classification problems with tabular data. Milica will show an example of these models named TabPFN, that could be concurrent to the best-known Machine Learning algorithms for solving these classical ML tasks, pointing out why this model is something worth keeping an eye on.
Topics: #GenerativeAI #DataScience #LLMs #Transformer

Speakers' Bio:

• Davide Posillipo is Lead Data Scientist at Alkemy, co-head of the internal AI Evolution Hub. He has a background in Statistics and extensive experience in consulting and teaching. His interests span from applied machine learning and deep learning to epistemology and ethics of AI.
• Marcello Villa is Senior Data Scientist at Alkemy, co-head of the internal AI Evolution Hub. He has a background in Statistics and extensive experience in consulting for several clients and different industries. He is focused on finding meaningful AI application in real business contexts.
• Milica Cvjeticanin is a Machine Learning Engineer at Alkemy (AI Evolution Hub) with a Master of Data Science for Management at Cattolica. She is Robotics Engineer guided by the idea to make data-driven decision, with keen interest in AI, DL and ML.

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Event details

This event is hosted by Alchemy at the Milan office. The event will be held in English. Both at the beginning and at the end of the talks there will be a networking aperitif with food and drinks.

Attending in presence:
There will be 50 seats reserved to the community. If the tickets are sold out you can register on the waitlist, we will apply a first-in first-out policy to assign seats in case of cancellations.
Attending remotely:
The event will be streamed live on our Youtube channel (https://www.youtube.com/c/DataScienceMilan).

Agenda:
18:30 Welcome and Opening
18.55 Intro to the Data Science Milan community
19.00 Tech talk starts
20.15 Networking aperitivo

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This event is supported by IAML (Italian Association of Machine Learning).