MLMU BA: Real (Scary) ML deployment stories - Vlado Boza

Details

Upcoming MLMU meetup in Bratislava will be on[masked], at 19:00, at Progress Bar. Be welcome to join us for last talk in this year! Vlado will talk about his prolific experience regarding ML model deployment both in academia and world of start ups.

Please help us manage capacity by registering via Eventbrite: https://www.eventbrite.com/e/mlmu-ba-real-scary-ml-deployment-stories-vlado-boza-tickets-84204414671

Talk will be in English followed by discussion and networking with refreshments at the venue in ProgressBar. If you can't join us, don't be sad, our talk will be livestreamed via facebook and link shared later on.

Event: Real (Scary) ML deployment stories

You might expect to see useful (and scary) cases of C-like code in Java (and JVM memory leaks), recompiling libraries just to increase performance two fold,
batching tricks and GPU magic ( on example where each word consists of the different number of subword units and you want to pool those representations).
Vlado might also discuss weird internal workings of matrix multiplication, convolutions and RNNs.

Speaker:

Vlado Boza has a PhD in bioinformatics from Comenius University. He is very passionate about efficient algorithms and optimization problems. Works at CEAI as ML lead. Currently, he is trying to detect cough from sound recordings. Won some money from Kaggle and is Competition Grandmaster there. Loves Rust. Dislikes Scala.

Facebook event: https://www.facebook.com/events/787616991680127/
Eventbrite ticket: https://www.eventbrite.com/e/mlmu-ba-real-scary-ml-deployment-stories-vlado-boza-tickets-84204414671