Most Underrated MLOps Topics // Marian Ignev MLOps // Coffee Sessions #25

Coffee Sessions #25 with Marian Ignev of CloudStrap.io & SashiDo.io, Most Underrated MLOps Topics. //Bio Marian a passionate entrepreneur, backend dude & visionary. These are the three main things described to Marian very well: Marian's everyday routines include making things happen and motivating people to work hard and learn all the time because I think success is a marathon, not just a sprint! Marian loves to communicate with bright creative minds who want to change things.   His favorite professional topics are backend stuff, ops, infra, IoT, AI, Startups, Entrepreneurship.   In his free time, he loves to cook for my family. --------------- ✌️Connect With Us ✌️ -------------  Join our slack community: https://go.mlops.community/slack Follow us on Twitter: @mlopscommunity Sign up for the next meetup: https://go.mlops.community/register Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/ Connect with Vishnu on LinkedIn: https://www.linkedin.com/in/vrachakonda/ Connect with Marian on LinkedIn: https://www.linkedin.com/in/mignev/ Timestamps: [00:00] Introduction to Marian Ignev [01:57] Marian's background [10:06] Who do you need and what should they be doing? [18:05] How are you solving problems at your company? [27:22] What are your thoughts around ML tooling? Why that hasn't happened yet and why it will change? [33:16] You can't actually figure out what's the main focus of ML tooling services.   [34:14] "Start small and start simple to focus only on a small problem that you can bring more than the others." [37:14] How are you making the case for how standardization to occur in your initial MLOps? [38:08] "If you're doing a mistake somewhere, do it everywhere because it will be very easy to find and replace it after that."    [41:50] How do you model monitoring? [47:19] How would you recommend people to get started? [49:00] Ecosystem of Machine Learning in Eastern Europe Other links you can check on Marian: https://www.sashido.io/ https://www.cloudstrap.io/ https://twitter.com/mignevm.ignev.net/blog/  (Blog) m.ignev.net/  (Personal Website) fridaycode.net/  (FridayCode)