Dive into the world of Machine Learning Operations (MLOps) with the remarkably insightful Maria Vechtomova. She is an MLOps Tech Lead at Ahold Delhaize and Co-Founder of Marvelous MLOps.
TimeStamps:
00:00:00 - Introduction to the episode with Maria Vechtomova.
00:00:32 - Sadie introduces Maria Vechtomova and her career.
00:01:06 - Maria expresses her appreciation for the DataBytes podcast.
00:02:06 - Conversation about past experiences with piano lessons.
00:03:12 - Maria's transition from economics to data and MLOps.
00:04:31 - The impact of having inspiring colleagues.
00:06:07 - Discussion on the value of freedom and management styles in Maria's career.
00:07:14 - Maria talks about the founding of Marvelous MLOps.
00:09:09 - The impact of publishing articles and LinkedIn engagement.
00:10:39 - How the field of MLOps has evolved over the years.
00:14:10 - The state of MLOps practices in the industry.
00:16:27 - Advice for data scientists on best practices for MLOps collaboration.
00:18:19 - Ideal handoff models between data engineering, data science, and MLOps teams.
00:20:58 - Describing a typical week for an MLOps engineer.
00:24:21 - How to balance leadership and technical knowledge.
00:26:26 - Discussing the representation of women in MLOps and tech.
00:29:51 - Conclusion and thanks to Maria and listeners.
00:30:05 - Outro with an advertisement for Women in Data community memberships.
Join Women in Data as a Member: https://womenindata.mn.co/plans/389742?bundle_token=786e315f336334cfdfd416404db1fbf5&utm_source=manual
