Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science
284 episodes - English - Latest episode: 8 months ago - ★★★★ - 11 ratingsArtificial 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
Homepage Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Episodes
#34 Sally Grove - General Manager of Insights
December 20, 2018 10:28 - 1 hour - 87.6 MBSally is the General Manager of Insights at the Australian Motoring Services. She previously spent 10 years working in banking and today she shares her story. We speak about: * Fraud analytics in big banks * End to end analytics * Importance of fast feedback loops * Shocks of early working life * Balancing speed & accuracy * 80/20 vs 95/5 * Exposures in strategy & politics * Helping the business ask the right questions * Leading with the work * Career breaks: how to * Importance of working o...
#33 Graeme McDermott - Chief Data Officer
December 12, 2018 11:00 - 1 hour - 86.6 MBGraeme started in actuarial science and developed a love for algorithms and automation. He worked in data warehousing before moving into data analytics. He spent 16 years in several Head of Data roles at The Automobile Association (AA) before joining Addison Lee as their Chief Data Officer, where he is today. We speak about: * What is actuarial science * Data warehousing & GIS systems * Overview of the Chief Data Officer role * Automation in the data space * How to build a data warehouse * T...
#32 Carole Wai Hai - Head of Data Science & Analytics
December 04, 2018 08:52 - 1 hour - 83.7 MBCarole had an unusual path into data science. She's worked as a content project manager, in strategic planning and in sales before getting into data through Business Intelligence at Fyber where she eventually became their Head of Analytics. Today she is the Head of Data Science & Analytics at Tenjin. We speak about: * The strengths of being a generalist * Upskilling throughout your career * Focus on self service reporting * The skills needed in a BI team * Creating internal user groups to sh...
#31 Scott Wilson - Founder & CEO
November 28, 2018 18:40 - 1 hour - 88.9 MBScott started his career pushing trolleys at Woolworths. In his career he rose to management levels in retail with Woolworths, consumer goods with Kraft Foods, Fonterra SPC and PZ Cussons, then in media with 21st Century Fox. He then became the CEO of iSelect, a role he left earlier this year to start his own AI company Wilson AI. We speak about: * Focus on customer needs * Digitising industries to access more data * Helping companies in multiple industries to begin their data analytics jou...
#30 Aaron Black - Chief Data Officer
November 21, 2018 10:32 - 1 hour - 83.2 MBAaron started his career working in accounting and building management information systems (MIS). He had his own company, worked in multiple industries and then got into biology and genomics. Today he is the Chief Data Officer at the Inova Translational Medicine Institute. We speak about: * How to take research into scaled applications * The importance of sharing your knowledge and helping others understand * Why you're only as good as your team members * How to engage many different types o...
#29 Dr. Klaus Ifflander - Chief Analytics Officer
November 12, 2018 13:20 - 1 hour - 84.1 MBKlaus started his career doing internships at Yahoo! and the port of Hamburg. He worked as a consultant and completed a PhD in Quantitative Marketing. Today he is the Chief Analytics Officer at YAS.life We speak about: * The importance of getting applied experience as early as possible * Defining KPIs for businesses * Using data to change organisational behaviour and increase safety * How to navigate organisations to create data definitions * Realities of consulting: positives and negatives ...
#28 Jennifer Prendki - VP of Machine Learning & Data Strategist
November 05, 2018 13:42 - 1 hour - 93.4 MBJennifer started her career as a particle physicist before becoming a data scientist. After gaining experience in many fields including high frequency algorithmic trading & advertising, she was Atlassian's first Chief Data Scientist. Today she is the VP of Machine Learning at Figure Eight and an Expert and Advisor at the International Institute for Analytics. We speak about: * How to see the results of your work sooner and faster * The importance of choosing your manager * Making data strat...
#27 Dr. Mark Nasila - Chief Analytics Officer
October 29, 2018 16:09 - 54 minutes - 74.7 MBMark used to be a statistics lecturer at Nelson Mandela University in South Africa. He then joined First National Bank as a quantitative analyst where he climbed through the ranks to Head of Advanced Analytics and beyond. Today he is the Chief Analytics Officer at FNB. We speak about: * Predicting what the customer is calling about * Improving compliance in banking through analytics * Creating and driving a data strategy across an organisation * Using analytics to look after customers in bet...
#26 Sam Robertson - Head of Research & Innovation
October 23, 2018 00:03 - 55 minutes - 75.6 MBSam's background is in sports & exercise science. He has an accomplished career in sport analytics. Today, he is the Head of Research and Innovation at the Western Bulldogs and an Associate Professor at Victoria University. We speak about: * Using ML to help people see the non-linerarity in their problems * Common misconceptions of ML * Interpretability of ML * Using ML to improve athletes performance, measure their contribution & prevent injuries * Carving a data science job in an area you'...
#25 Ben Taylor - Chief Al Officer & Cofounder
October 15, 2018 13:28 - 1 hour - 126 MBBen started his career as a chemical engineer. He developed an interest for computer vision early on. He worked for Intel, then at a hedge fund and then became the Chief Data Scientist at HireVue. A couple of years ago he started his own AI startup called Ziff.ai where he's is building a Deep Learning platform for product visionaries and software engineers. We speak about: * How computers amplify us * What it looks like to start your own AI company * How to switch programming languages * Do...
#24 Mistakes in Building a DS Capability by Felipe Flores
October 09, 2018 11:22 - 26 minutes - 36.8 MBThis is a different type of episode! This episode is a presentation I recently did at a large financial services institution. I presented on 5 Mistakes and Lessons Learned in Driving Business Value with Data Science and the Cloud. I talk about: - Using Lean Startup and Design Thinking principles in Data Science - The importance of staying close to your end customer and what that looks like in practice - The difference between machine learning for machines and for humans - What is the purpose...
#23 Mario Vinasco - Marketing Analytics and Data Science Mgr
October 02, 2018 06:08 - 1 hour - 98.4 MBMario is an Electrical Engineer from Colombia. He went to Silicon Valley to do his Masters at Stanford University and stayed to build a career in Marketing Analytics. He has incredible experience and has worked at Intuit, Google, HP, Symantec and Facebook. He currently works at Uber as Marketing Analytics and Data Science Manager. We speak about: - Starting in marketing analytics without knowing anything about it - Data dictators and why multiple versions of the truth are necessary - The im...
#22 Kshira Saagar - Head of Analytics and Data Science
September 25, 2018 11:58 - 59 minutes - 55.3 MBKshira has been with the Analytics/Decision Sciences industry for almost a decade now having worked across Americas, Asia, Europe and Australia. He is the Head of Analytics and Data Science at The Iconic. We speak about: -Why he moved from analytics consulting to building data products -What a data driven product should do and how to prioritise your efforts -How to make analytics less intimidating and more accessible -How to take your stakeholders on the data-driven decision making journey ...
#21 Antony Ugoni - Director, Global Matching and Analytics
September 18, 2018 04:51 - 1 hour - 65.9 MBAntony stumbled into his love of predictive modelling at the tender age of 10. He started his professional career in biostatistics and then made the switch to corporate Australia to work as Head of Analytics in banking before joining Seek; where today he is the Director of Global Matching and Analytics. We speak about: how analytical thinking adds value both in research and in corporate why you should read an intro to epidemiology textbook how analytics can take you to any field why th...
#20 David Greenberg - Senior VP and Head of Data Analytics
September 10, 2018 22:54 - 1 hour - 69.8 MBDavid studied applied physics and began his career as a consultant. He’s had his own company where he created a video asset management & workflow software in the 90s!. Then worked in the education/not-for-profit sector and then went into the finance sector as VP of BI & Data Analysis. Today, he is the Senior Vice President and Head of Data, Analytics and Research at BankMobile. We discuss: - the insights into large companies from his early days in consulting - why technology provides the “gu...
#19 Vlad Kazantsev - Head of Data Science
September 05, 2018 12:29 - 58 minutes - 53.9 MBVlad started his career in visual effects & computer graphics. He worked on Hollywood blockbusters such as Avatar, Dark Knight, Happy Feet. He currently is Head of Data Science at Wooga which makes June’s Journey (Facebook Game of the Year 2017), Pearl’s Perils, Diamond Dash and many more. We speak about: - why it’s important to follow your curiosity and what that looks like how to keep learning and stay current in data science - uses of pytorch, the second deep learning python library afte...
#18 Dr. Ahmed Khamassi - Vice President of Data Science
August 28, 2018 11:00 - 58 minutes - 53.7 MBAhmed started his career at Siemens research, worked in startups, at Google, PayPal, SAS and JPMorgan and has his own machine learning company and now he runs data science at Equinor We speak about: - benefits of simulations in research and data science how he went from “equation-driven” to “data-driven” - the role of simulations in optimisation, decision-making and automation - uses of simulations and deep reinforcement learning models in the energy industry - how data is used 2-5kms under...
#17 Naomi Clarke - Head of Data
August 21, 2018 16:37 - 1 hour - 68.7 MBNaomi Clarke started as a graduate in the oil business, since then she's worked in multiple industries, and now she is Head of Data in the finance sector. Naomi has a strong background on business data arch, business data modelling, data governance. I loved the human-centred perspective that she has taken to her work. We talk about: - the Management Information Systems (MI or MIS) she created in her early days - the importance of business data models for analytics - the difference between...
#16 Apollo Gerolymbos - Head of Data Analytics
August 14, 2018 20:08 - 1 hour - 67.1 MBIn this episode we speak with Apollo Gerolymbos who is the Head of Data Analytics at the London Fire Brigade. We speak about: - the applications of data science in firefighting - how the London Fire Brigade (LFB) uses data to preempt and minimise fires - the end to end data science process at the LFB - how their data affects laws, policies and citizens’ lives - how Natural Language Processing (NLP) and text analysis is used on the reports of the most serious fires to identify new patterns of...
#15 Tony Laing - General Manager Analytics & Data Services
August 07, 2018 19:39 - 1 hour - 75.6 MBIn this episode we speak with Tony Laing who is the General Manager of Analytics & Data Services at Auto & General. We talk about: - what is the ‘nuts and bolts’ of analytics - what is the data supply chain required in organisations for the delivery of analytics/ML solutions - how to deliver quick wins and strategic projects concurrently - the journey to add significant value in an organisation through analytics - what questions to ask executives to kickstart their data science journey - wh...
#14 Dr Gabriel Maeztu -Medical Doctor & Chief Data Scientist
August 01, 2018 07:10 - 1 hour - 70.3 MBIn this episode we speak with Dr Gabriel Maeztu who is the Co-Founder and & Chief Data Scientist at IOMED Medical Solutions. We talk about: - his background, how he went from medicine to data science and how he combines medicine, data science & entrepreneurship - how to start coding when everyone around you tell you you’re crazy - image processing in medicine, using scikit learn to classify patients - how to use data science to validate what you’re taught in medical school - economical Incen...
#13 Ernesto Bernado - Chief Product & Marketing Officer
July 25, 2018 10:27 - 59 minutes - 54.7 MBIn this episode we speak with Ernesto Bernardo, he is the Chief Product & Marketing Officer at iContainers. We talk about: - whether leaders of tomorrow should be technical or not - how to create autonomous teams that focus on value (ROI) & pay for themselves - how creating a data science team that deliver value in the business forces you to go from a centralised to a decentralised team - why creating a data-driven culture in your organisation requires good marketing and great people skills ...
#12 Alessandro Pregnolato - Director of Analytics
July 17, 2018 10:17 - 1 hour - 85.6 MBIn this episode we speak with Alessandro Pregnolato, he is the Director of Analytics at Typeform.com. We talk about: - his journey to get where he is, - what is the optimal size of a data science team, - how to use data science in SaaS businesses/startups - the 4 pillars of a great data strategy - how to be an expert generalist in the data space and much more! Alessandro is a Business Analytics Leader with a love for Data Science. He has over fifteen years experience within the domain of ...
#11 Takaharu Tsuda -Practice Director & Head of Data Science
July 10, 2018 17:33 - 1 hour - 57.1 MBIn this episode we speak with Takaharu Tsuda, Practice Director & Head of Data Science at Think Big Analytics. We talk about: - his journey to get where he is, - how applications of data science in many Japanese industries, - the translation of data science into Japanese and why it's hurt the industry! - the 3 layers of skills required in data science and much more! Show notes: www.datafuturology.com/podcast/11 Tak is based in: Tokyo, Japan --- Send in a voice message: https://podcast...
#10 Jonathan Hart - Head of Data Science & Analytics
July 04, 2018 11:09 - 1 hour - 67.3 MBIn this episode we speak with Jonathan Hart, Head of Data Science & Analytics at MullenLowe Profero. We talk about: - his journey working in the US, UK, India and Japan, - how to create great Data Science teams and a great culture, - how to use data science in strategic decision-making - how to work with teams all over the globe and much more! Show notes: www.datafuturology.com/podcast/10 Jonathan is based in: Tokyo, Japan --- Send in a voice message: https://podcasters.spotify.com/p...
#9 Matt McDevitt - Director of Data Engineering
June 26, 2018 21:39 - 1 hour - 58.4 MBIn this episode we speak to Matt McDevitt, Director of Data Engineering at Think Big Analytics. We talk about: - his journey working in the US, UK, Europe and Japan as the company grew, - how big data, open source, data engineering and data science work together, - General Data Protection Regulation (GDPR), Personally Identifiable Information (PII), data lineage - business value, data products and much more! Matt is one of Think Big’s earliest team members playing many roles to help incub...
#8 Agile Data Science by Felipe Flores
June 20, 2018 21:34 - 52 minutes - 48.2 MBThis is a different type episode! This is a recording of a presentation I did to about 300 data scientists in Melbourne, Australia. The theme of the night was Agile Data Science, a passion of mine. In this episode I cover: - the productivity gains an individual and a team can gain using agile methods - how agile is imperfect but very helpful - how I've tweaked agile to fit data science and deliver value with my teams - bust some of the main myths around agile, and much, much more! The show ...
#7 Sandra Hogan - Group Head of Customer Analytics
June 12, 2018 19:55 - 59 minutes - 55.2 MBIn this episode we speak to Sandra Hogan, Group Head of Customer Analytics at Origin Energy. We talk about: - how to successfully apply data science, - how to gauge your stakeholders ability to consume analytics, - what is analytics for good, the importance of mentorship in data science and much more! Sandra has extensive experience in the Marketing Sciences field, predominantly in re-engineering business processes to maximise customer relationship and customer experience outcomes. She's ...
#6 Dr Mark Blakey - Ex-Managing Director
June 07, 2018 06:48 - 1 hour - 94.9 MBIn this episode we speak to Mark Blakey, Ex-Managing Director at his own technology company Mainstream Consulting. We talk about: - how to combine entrepreneurship and data science, - how to create small teams that punch above their weight, - how to scale data-driven products using machine learning and much more! He founded and led Mainstream Consulting, a technology company, for 20 years. During that time he built a blue-chip client base of top tier high street banking customers includin...
#5 Dr Anthony Rea - Chief Data Officer
May 29, 2018 02:44 - 58 minutes - 53.8 MBIn this episode we speak to Dr Anthony Rea, Chief Data Officer at The Bureau of Meteorology of Australia. We talk about what happens to over 30 petabytes of weather data in one of Australia's largest super computer, how to combine data governance and policies with culture and technology, details of the World Meteorological Organisation or WMO - an international data exchange program, how to create machine learning (ML) and data steward communities in your organisation and much more! Anthony ...
#4 Dr Sam Kharazmi - Head of Data Science
May 23, 2018 00:04 - 1 hour - 82.1 MBIn this episode we speak to Dr Sam Kharazmi, Head of Data Science at RedBubble. We talk about how to focus on product & users with your data science efforts, how data science can add value to company growth at different stages of the company's journey, how to combine people leadership & tech leadership to better drive business outcomes and much more! Sam is a Data Science, Analytics and Engineering leader with extensive experience in building teams and data product on small and large scale o...
#3 Dr Jacek Kowalski - Chief Data Scientist
May 15, 2018 12:15 - 1 hour - 86.5 MBIn this episode we speak to Dr Jacek Kowalski, Chief Data Scientist at Australian Unity. We talk about pragmatic and realistic data science, data science for startups and corporates, leadership in analytics, what it takes to get analytics projects through in large corporates and much more! Jacek is a highly experienced ICT manager and technical expert. His areas of expertise include Data Science, Network Analytics, Security, Virtualisation, Mobility, and Identity Management. His technical ...
#2 Ben Pattison - Head of Customer Data Science
May 15, 2018 12:15 - 1 hour - 81.4 MBIn this episode we speak to Ben Pattison, Head of Customer Data Science at Medibank. We talk about getting buy-in from stakeholders, how to develop data scientists, the relationship with technology and business, how to define strategic priorities for your data science team and much more! Ben has over 20 years experience, in the UK and Australia, as an analytical and strategic leader, passionate about driving business and customer value from data and analytics. He has experience of leading ...
#1 Dr Eugene Dubossarsky - Chief Data Scientist & Principal Trainer
May 15, 2018 12:14 - 2 hours - 125 MBIn this episode we speak to Dr Eugene Dubossarsky, Chief Data Scientist at AlphaZetta and Principal Trainer at Presciient.com We talk about data literacy, questions to ask your potential employer, his definition of actionable insights and much more! For upcoming Data Science, Machine Learning and R courses go to: http://presciient.com/current-courses/ Eugene is a Strategic Advisor in all aspects Data Analytics - Capability building, winning support, management and operations. Community Bui...