AI Hardware Systems Meetup — an intimate yet highly content-rich gathering for engineers working with AI at the edge. We discussed real-world production challenges, including limited resources, deploying models on devices, system stability, and running computer vision outside the cloud.

It was insightful, deeply technical, and truly hands-on. Huge thanks to our speakers, Yurii Pashchenko, Oleksii Rychyk and Roman Kyslyi, for their in-depth and honest breakdowns based on real-world experience.

Special thanks to all the participants. Together, we raised 25,600 UAH to support the needs of the Reactive Post charitable organization.

Together with the National University «Kyiv Aviation Institute», we brought together engineers to discuss the real challenges they face⚡️

About how to:
— run a model on an edge device when resources are limited;
— speed up inference without losing quality;
— move a prototype to production, where every mistake is costly.
The evening unfolded as a lively conversation among those who truly build systems.

And the best part — together we raised 26,700 UAH for the Reactive Post charity foundation, which supports our defenders.

The event’s speaker, Jack Griffiths from the University of Sheffield, shared stories about how machine learning is advancing science, as well as his experience with low-power edge-AI, generative models of complex physical processes, and how these technologies are already being applied in research projects in the UK.

The lectures grew into lively discussions where we talked about the limitations of models, exchanged ideas on working with scientific data, asked questions, and received open and thoughtful answers.

We hosted the , and that was insightful. The event brought together AI engineers, researchers, and practitioners working with large language models to discuss the technology and the real challenges companies face when deploying LLMs in production.

During the meetup, 29,000 UAH was raised for the Sigma Software Unity Fund initiative. The funds will be used to develop military tech training programs aimed at creating technologies that strengthen the defense capabilities of towns and villages.

Five days of discussions, hands-on practice, and networking together with Lviv Polytechnic National University. Participants completed a practical assignment and received feedback from Oleksandr Kosovan [UCU] and Vladyslav Hamolya [MacPaw].

Huge thanks to the participants for their engagement and desire to grow, to the lecturers for their knowledge and energy. And special thanks to our partners SoftServe, EPAM Systems, ELEKS — for their support and trust. Stay tuned for upcoming events — there’s even more practice and experiences ahead!

We talked about the future — and helped in the present. A special livestream for the 2nd anniversary of AI HOUSE Podcast.

On June 10, we hosted a charity livestream — where we explored the future of artificial intelligence, reflected on our place in a world with AGI, and imagined what’s next — all while supporting our defenders.