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Building a Culture of Experimentation to Speed Up Data-Driven Value // Delina Ivanova // MLOps Coffee Sessions #106
Manage episode 333515944 series 3241972
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MLOps Coffee Sessions #106 with Delina Ivanova, Associate Director, Data of HelloFresh, Building a Culture of Experimentation to Speed Up Data-Driven Value, co-hosted by Vishnu Rachakonda.
// Abstract
Supply chain/manufacturing is are prime area where the use of data science/analytics/ ML is underdeveloped, and experimentation is required to collect data and enable data-driven solutions.
This talk encourages companies to conduct experiments and collect data over time in order to build accurate/scalable data-driven solutions.
// Bio
Delina has over 10 years of experience across data and analytics, consulting, and strategy with roles spanning financial services, public sector, and CPG industries. She is currently the Associate Director, Data & Insights at HelloFresh Canada, where she leads a full-service data team, including data engineering, data science, business intelligence, and automation. She is also a Data Science and Machine Learning instructor in the professional development programs at the University of Toronto and the University of Waterloo.
// MLOps Jobs board
jobs.mlops.community
MLOps Swag/Merch
https://mlops-community.myshopify.com/
// Related Links
The Discourses of Epictetus book: https://www.amazon.com/Discourses-Epictetus/dp/1537427180
The Pyramid Principle: Logic in Writing and Thinking book by Barbara Minto:
https://www.amazon.com/Pyramid-Principle-Logic-Writing-Thinking/dp/0273710516
--------------- ✌️Connect With Us ✌️ -------------
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Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/
Connect with Vishnu on LinkedIn: https://www.linkedin.com/in/vrachakonda/
Connect with Delina on LinkedIn: https://www.linkedin.com/in/delina-ivanova/
Timestamps:
[00:00] Introduction to Delina Ivanova
[00:35] Takeaways
[03:46] Looking for People to organize local Meetups!
[04:30] Delina's career trajectories and growth in the corporate schema
[10:02] Telling stories with data
[13:23] Tricks for being a translator from the business side to data teams
[15:32] Technical engineering management and Delina's day-to-day role
[20:40] Giving up day-to-day individual contributing work and coding
[23:33] Good leadership for technical work
[31:05] Growing team growing productivity
[32:55] Pressured to grow
[35:23] HelloFresh
[39:39] Challenges of e-commerce, CPG, Logistics, and grocery combined
[41:08] Cultural differences
[46:04] Rapid-fire session
[52:20] Wrap up
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