Felipe Flores
Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science
Artificial intelligence is a tremendously beneficial technology that's advancing at an incredibly rapid pace. As more and more organisations adopt and implement AI we find that the main challenges are not in the technology itself but in the human side, ie: the approaches, chosen problems and what's called 'the last mile', etc. That's why Data Futurology focuses on the leadership side of AI and how to get the most value from it. Join me, Felipe Flores, a Data Science executive with almost 20 years of experience in the space. Every week I speak with top industry leaders from around the world
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Felipe Flores
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Podcast website
Latest episode
Oct 25, 2023
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Episodes
#199 Leaders Exchange: Productionalising ML across the Enterprise: What it Takes to Get this Right! 27.07.2022 45:42
For the most innovative and forward-thinking organisations, the next frontier forward for data is focused on machine learning, and specifically the role that MLOps plays in driving outcomes. Questions that data leaders need to be asking themselves now include: What steps do organisations need to take to deliver ML maturity, how can they take the leap from experimentation to production, and how ML...
#198 Building Sophistication Into ML Ops Starts With The Strategic Vision, with Mia O’Dell, the GM of Data Science at Sportsbet 20.07.2022 38:42
Online wagering is one of the most sophisticated and complex fields for data and analytics. This week on the Data Futurology podcast, Mia O’Dell, the GM of Data Science at Sportsbet, kicks thing off by explaining how the company brings together three separate data teams, across three lines of business, to achieve meaningful and collaborative data outcomes. Sportsbet is also growing its data practi...
#197 The Evolving Role Of Human Expertise In Data-Driven Fields, with Melanie Johnston-Hollitt, the Director of the Curtin Institution For Computation 13.07.2022 40:46
On today’s podcast we have special guest, Melanie Johnston-Hollitt, the Director of the Curtin Institution For Computation, to discuss with us some of the bleeding edge ways that data is being leveraged in the academic space. For example, a new radio telescope being built in Australia and South Africa will give us new insights into the cosmos. It will also generate 160 terabytes of data per second...
#196 There is more to data science than just the data! with Edward Chenard, the Senior Director of Data Science and Analytics at Shipwell 06.07.2022 49:19
“Data engineers are like plumbers,” Edward Chenard, the Senior Director of Data Science and Analytics at Shipwell, said in this latest episode of the Data Futurology Podcast. By that, Chenard means that data scientists are excellent at analysing what’s coming through the proverbial pipes, but if the “pipes” break for even a couple of hours the costs can be in the millions of dollars, and so you wa...
#195 The best practices for building and retaining excellent data teams, revealed. With Talent Insights Group Director, Ben Le Gassick, and Associate Director, Patrick Choy 30.06.2022 52:13
From skills shortages to remote working, keeping data professionals happy and comfortable in their roles is a rapidly evolving challenge. This week on the podcast, Talent Insights Group Director, Ben Le Gassick, and Associate Director, Patrick Choy, are our special guests as we delve into the problems organisations face in attracting and retaining the best people. The talent shortage means that ma...
#194 Establishing Best-in-Class Multi-Cloud Strategy with Kieran Clulow, Director of Data Platforms at IAG and Stijn De Lathouwers, Head of Data Platforms and Engineering at Suncorp 22.06.2022 37:03
This special episode is a recording from a live webinar we ran back in February as part of our Future proofing your data platforms online event covering how to establish a best in class multi-cloud strategy. Felipe explored all aspects of a multi-cloud strategy, including simplifying your data architecture, regardless of whether your systems are running on-prem, in the cloud, or a combination of b...
#193 Helping businesses leverage the opportunity for AI adoption with Stela Solar, Director of the CSIRO’s National Artificial Intelligence Centre 14.06.2022 39:33
Australia’s CSIRO has always been a hotbed of innovation and technology creativity, which is why it is a special privilege to speak to Stela Solar, the Director of the CSIRO’s National Artificial Intelligence Centre on this week’s podcast. Solar, who spent over a decade working in global roles at Microsoft in the US prior to joining CSIRO in January, said that one of her key observations on coming...
#192 How diversity is more than an agenda and can build a better business with Michelle-Joy Low, Ph.D, the Head of Data & AI at Reece Group 07.06.2022 53:10
On this episode of the podcast, we have the privilege to speak to Michelle-Joy Low, Ph. D, the Head of Data & AI at Reece Group. Low talks us through how data is the foundation of the ongoing transformation of one of Australia’s most venerable retail brands, having celebrated 100 years in 2020. Low explains the importance of diversity in the workforce, and how it leads to better outcomes for t...
#191 Part 2: Product design and development with Sarah Dods, formerly Head of Advanced Analytics at AGL 31.05.2022 32:58
In this second podcast with the visionary data scientist, entrepreneur and business leader, Sarah Dods, we dive into the details around product development and the role of data science. Across her career, from NICTA and CSIRO, through to AGL, Telstra Health, RMIT University and Gerson Lehrman, Sarah has had a long history in bringing innovation to market. One thing she says is that business leader...
#190 Part 1: The value of data science, and bringing new innovation to market, with Sarah Dods, formerly Head of Advanced Analytics at AGL 24.05.2022 32:07
On this episode of the podcast, we are excited to speak to Sarah Dods, one of Australia’s top tech entrepreneurs, innovators, and company leaders. In a career that has spanned from public organisations like NICTA and CSIRO, to private companies as wide ranging as AGL, Telstra Health, RMIT University and Gerson Lehrman, Sarah has been at the forefront of bringing technology and ideas to market. As...
#189 Tech Wars Centralised vs Decentralised Architecture With Naveen Siddareddy, Data Solutions Architect at PlayStation and Rohan Dhupelia, Data Platform Senior Manager with Atlassian 18.05.2022 24:39
The end goal is to provide business users with trusted data, faster at lower cost. How do you build to achieve that? What approach should you take, which tools and what resources and skill-mix are required to support that? Our Data Engineering Summit coming up on 31st August will look at exactly those demands. As we explore these challenges, we revisit a special recording from our Future Proofing...
#188 Leveraging cloud computing, AI and Machine Learning for meaningful impact with real life business problems with Dr Aleksandar Lazarevic 02.05.2022 49:28
We’re thrilled to have Dr Aleksandar Lazarevic, Former VP of Advanced Analytics & Data Engineering at Stanley Black & Decker, joining us from the U.S.! He holds a wealth of experience and shares many of his hard-earned lessons in today’s episode. Data is Alex’s passion and his journey in the data science field started 20 years ago with his PhD in Machine Learning. Throughout his career, he...
#187 Devising a Winning Data Strategy with Andy Sutton, General Manager Data Driven Transformation at Endeavour Group 14.04.2022 53:26
We are joined by Andy Sutton, General Manager Data Driven Transformation from Endeavour Drinks Group. Endeavour Group is the master brand that holds several well-loved Australian brands like Dan Murphy’s and BWS. One of the benefits of the retail industry is the massive amount of data that is generated, not just from customers but from the operations side as well. Andy stepped down from his previo...
#186 RE-RUN AI Innovation in the Energy Sector with Lauchlan Wallace, Woodside Energy 31.03.2022 1:05:28
Woodside Energy has made great strides in leveraging AI for operational success and cost savings but getting to the point where the business was ready to invest was no easy feat. Lauchlan shares how to first gain investment in all frameworks so that you can successfully layer a decision making framework and roll out an AI strategy. Thanks to our sponsor Talent Insights Group! Join us in Melbourne...
#185 Data platforms: the foundation of business-oriented data analytics with Aruna Kolluru, Chief Technologist, AI at Dell Technologies 30.03.2022 41:15
In this episode, Felipe sat down with Aruna Kolluru, Chief Technologist for AI at Dell Technologies ahead of our Advancing AI Melbourne event on 6-7 April. She shared how they work on providing solutions for their customers and use all available technologies - AI, IoT, data, etc, - to reach their desired outcomes. Aruna works with clients across a vast range of industries and this is a testament t...
#184 The Human Impact of AI with Antony Ugoni 28.03.2022 57:17
Ant and Felipe sat down ahead of Advancing AI Melbourne (6-7 April) 2022 to discuss what executives need to be thinking about when it comes to advancing AI initiatives across the enterprise. In this candid chat they explore how artificial intelligence impacts humans and common fears around the machine. They also share on the opportunities with AI, where the machine can enhance human performance an...
#183 Embracing AI, the cultural aspects and shift required to get the investment and buy-in through essential collaboration with Anuj Anand, Chief Information Officer at Ausenco 15.03.2022 56:24
In this episode, Felipe caught up with Anuj Anand, CIO at Ausenco on his career path through the company from System Engineer to CIO. It’s a very real interview in which Anuj shares some very honest life lessons that have helped to get him to where he is at today. On presenting his first 5-year tech strategy to the board he was told that was definitely what they didn’t want to see! Undeterred he w...
#182 Inspiring Teams, Culture and Talent with Michelle Pinheiro, Acting Global Chief Data Officer at ANZ, Kathryn Gulifa, Chief Data and Analytic Officer at Worksafe Victoria and Dr Michelle-Joy Low, 07.03.2022 54:20
In this episode, Felipe is joined by three special guests and pioneers of data and analytics in Australia. In celebration of International Women’s Day 2022 we tackled the trifecta of tough topics in the data analytics community right now – teams, culture, and talent. Often we hear that the data and the tech, even the analytics itself, are the easy part. People, engagement, and culture matter the m...
#181 Bringing state of the art conversational AI to Market with Dr. Jason Mars, Associate Professor Of Computer Science, University of Michigan 02.03.2022 52:13
In this episode, Felipe is joined by Jason Mars, professor of Computer Science and Engineering at the University of Michigan. Also, an entrepreneur and an author, he cares deeply about creating an impact in the world. Describing himself as a tinkerer at heart, he has always tried to experiment and explore, with an ultimate focus on making a difference in the world. His background is in artificial...
#180 The rise of engineers in the data analytics space with Felipe Flores, host of Data Futurology 23.02.2022 16:22
As the data analytics space matures demands from the business for the products and services being generated has been increasing. There is a thirst and appetite for internal and external data and analytics outputs. However, we need visible platforms and the ability to orchestrate complex data pipelines to enable this growth and underpin the mechanism. Cue the emergence of the engineer. We started w...
# 179 Advancing AI Ep 13 : Crucial Steps to Successfully Scale AI with Mohadeseh Ganji, Head of Data Science & AI, ANZ 16.02.2022 57:58
Scaling AI. There is a reason it's a hot topic for discussion, we all need to do it but it is fraught with challenges from the complexity of the tech itself to the people and processes needed to underpin scaling AI for production. In this session we share the common challenges faced and address how to tackle those issues. We explore methodologies and approaches to successfully lift AI projec...
#178 Delivering value through analytics with Kari Jones Head of Analytics and Insights at Woolworths NZ 09.02.2022 48:19
For the first episode of 2022, Felipe speaks with Kari Jones, Head of Analytics and Insights at Countdown (Woolworths NZ). Don’t miss all the gold in this episode as Felipe and Kari talk about leadership, analytics and more! Enjoy the show. Thanks to our sponsor Talent Insights Group! Join us at our live events, learn more here: https://www.datafuturology.com/events Read the podcast full summary h...
#177 Top 5 Data Analytics & AI Trends to Watch for in 2022 - Part 3 28.12.2021 34:12
Don’t miss this week’s episode, as Felipe closes this three-part series for the Top 5 Data and Analytics AI Trends to watch for 2022. Whether these data analysis and AI trends inspire you to brainstorm new models or update the existing ones in your toolkit, the choice is entirely yours. Thanks to our sponsor, Talent Insights Group ! Read the full podcast episode summary here .
#176 Top 5 Data Analytics & AI Trends to Watch for in 2022 - Part 2 21.12.2021 29:00
Felipe’s roundup of the top data analytics and AI trends for 2022 and beyond should give our creators a good idea of where the industry is heading. Enjoy the show! Thanks to our sponsor Talent Insights Group! Read the podcast full summary here .
#175 Top 5 Data Analytics & AI Trends to Watch for in 2022 - Part 1 15.12.2021 36:58
Don’t miss this episode as Felipe talks about the Top 5 Data Analytics and AI Trends as we move into 2022. Enjoy the show! Thanks to our wonderful sponsor, Talent Insights Group Read full podcast episode summary here .
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