Data Analytics Chat
Welcome to Data Analytics Chat – the podcast that dives deep into the ever-evolving world of Data and AI.
Each episode unpacks the latest trends, innovations, and challenges shaping data science and artificial intelligence today. But this isn’t just about tech, it’s about the people behind it.
We spotlight real career journeys from professionals across the industry, sharing the pivotal moments, obstacles overcome, and lessons learned along the way.
Tune in for candid conversations with leading experts as they offer practical advice, industry insights, and inspiration to help you grow your own career in data.
Connect with host - https://www.linkedin.com/in/ben---parker/
Data Analytics Chat
Turning AI into ROI: How to Build Value, Not Just Models
In this episode of Data Analytics Chat, we welcome David Ellison, Chief Data Scientist and Director of AI Engineering at Lenovo.
We’ll explore David's career journey from studying computer science to transforming businesses with AI.
Learn about his pivot into data science, lessons from working at the postal service, and his strategies for delivering ROI with AI projects.
In this episode, you will learn:
· How to turn AI initiatives into real business ROI, not just prototypes
· Why most AI projects fail and what successful companies do differently
· How to align AI with business KPIs from day one
· Why soft skills like communication and storytelling are critical for data professionals
· How to fail fast and deliver value quickly in AI projects
· What executives actually want to hear from data teams
· How to stand out in a competitive data job market
· David Edison’s personal journey: from PhD graduate to Chief Data Scientist at Lenovo
· Real-world case studies: including saving millions in manufacturing and helping NASCAR win races
00:00 Introduction to Data Analytics Chat Podcast
00:28 Guest Introduction: David Ellison
01:04 David's Career Journey
04:08 Transitioning Across Industries
06:08 Learning and Adapting in AI
09:30 Defining Moments in David's Career
13:48 Soft Skills and Leadership
21:56 Achieving ROI with AI
33:21 Real-World AI Success Stories
37:07 Final Thoughts and Advice
Thank you for listening!