Tag: Podcast

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Generative AI

Getting Generative AI Ready E04: ‘The challenges of technical debt in data platforms’ with Snowflake and GlobalLogic

Welcome to episode four in our “Getting Generative AI Ready” series of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

In the fourth episode of this five-part podcast series, we’re joined by Fawad Qureshi, Global Industry Field CTO at Snowflake and and Keith Hinde, Principal Consultant at GlobalLogic.

In this episode, Fawad and Keith discuss the need for companies to focus more on defining impactful problems rather than just adopting new technologies. 

Drawing parallels with the hype around technologies like Hadoop and ChatGPT, they highlight that a strong data foundation is essential for benefiting from these capabilities. The analogy of a marathon runner’s shoes is used to stress the importance of foundational work in technology adoption.

To guide companies in prioritising their efforts, Fawad recommends creating an effort-value matrix, focusing on high-effort/high-value projects and low-effort/high-value quick wins. 

The discussion shifts towards upcoming challenges like ESG and sustainability, portraying them as high-effort, high-value projects with the potential to disrupt industries and the planet.

The conversation explores metrics for assessing effective problem-solving, emphasising the importance of time to insight and monitoring service request turnaround. 

The concept of data as a product is introduced, with Fawad and Keith urging organisations to build data as a service businesses and leverage marketplaces for innovation through crowdsourcing.

The importance of metadata governance is highlighted as a crucial element for understanding how data is used, contributing to an infinite feedback loop and fostering innovation. 

The role of effective communication in promoting governance within organisations is underlined, with the understanding that it goes beyond a checkbox exercise, involving active participation and collaboration for sustainable innovation.

Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

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Generative AI

Getting Generative AI Ready E02: ‘Aligning Data Strategy with Business Goals’ With AWS and GlobalLogic

Welcome to episode two in a very special “Getting Generative AI Ready” series of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

In the second episode of this five-part podcast series, we’re joined by Patrick Callaghan, Principal Data Strategy Technologist at AWS Ireland and Keith Hinde, Principal Consultant at GlobalLogic.

In this podcast, Patrick and Keith  discuss the challenges that organisations face in implementing data strategies, in particular focusing on governance and accessibility. 

Governance involves ensuring accurate and correct data reaches the right people at the right time, while accessibility pertains to the ability to use data effectively. Frustration, low morale and a divide between business and IT teams arise when these challenges persist.

The importance of cultural alignment with data strategy is also emphasised, with successful organisations defined by effective management, clear success definitions and a culture aligned with the business goals. The manifestation of alignment issues includes shadow IT and data duplication.

Metrics for measuring effective data strategy implementation include data utilisation, sharing, security and alignment with business priorities. Agility is crucial to adapt to the rapidly changing business environment, with an emphasis on starting small, scaling fast and maintaining a focus on the long-term vision.

The conversation also touches on the relevance of metrics in the context of a marathon rather than a sprint. Additionally, the discussion addresses the potential use of Generative AI, highlighting the importance of a solid data strategy as a foundation for leveraging such advanced technologies. 

The risks of technology-driven approaches without a clear business goal or data culture are emphasised, as they may lead to uncontrollable and unpredictable outcomes.

Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

Categories
Generative AI

Getting Generative AI ready E01: Introduction featuring GlobalLogic & AWS

Welcome to episode one in a very special “Getting Generative AI Ready” series of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

In the first episode of this five-part podcast series, we’re joined by Mark Dunleavy, Head of Commerical at AWS Ireland and Declan Fay, Head of Strategic Business Development & Ireland Country Lead at GlobalLogic.

In this podcast, Declan and Mark discuss the significance of the current era in data and AI, highlighting the rapid evolution of Generative AI. They emphasise the challenges organisations face in data transformation and the need for a shift from monolithic approaches to handling highly distributed data. 

The conversation stresses the importance of educating individuals about Generative AI and demystifying its origins, showcasing examples from companies like Amazon and Ryanair. 

Mark emphasises the incremental nature of the AI journey, with Generative AI being the latest manifestation. They discuss the vital role of a solid data strategy, emphasising that data transformation and AI adoption should be addressed in parallel. 

The importance of understanding regulations and ensuring compliance is also highlighted, with the recognition that innovation opportunities arise from effective data governance.

They conclude by emphasising the importance of organisations understanding their data and being ready for the opportunities presented by Generative AI. 

The series aims to provide actionable insights to help organisations navigate and leverage these advancements, addressing challenges such as data access entitlements and the alignment of data strategy with business strategy. 

Overall, the conversation emphasises the need for a comprehensive and strategic approach to data and AI to achieve successful outcomes.

Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

Categories
Sustainability

E134 Puravee Bhattacharya, Data Product Owner – Group Data Office at Energia

Welcome to episode E134 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Puravee Bhattacharya, Data Product Owner – Group Data Office at Energia. Energia is the longest supplier of 100% green electricity on the island of Ireland. They are engaged in a wide range of projects including bio-energy, energy storage and solar energy. Through strategic initiatives and investments, Energia are decisively addressing the challenges of energy provision in a world that is grappling with climate change. 

Puravee is a Data and Analytics professional with 10 years of Product and Consulting experience in advisory, regulatory and investigatory roles within the Data Science landscape. She has a track-record of delivering large-scale Project and Program Management in Business Intelligence, Business Transformation, Technology enablement and Regulatory driven change/implementation projects.

Topics include:

  • An overview of her role with Energia
  • The energy sector’s shift to renewables, sustainability and traceability
  • How Data drives efficiency in sustainable energy transition
  • Adaptability in tech, reskilling and data accessibility
  • A Consumer-led sustainable energy shift via decentralisation and digitalisation
  • How Smart meters enable informed consumption for efficient energy use
Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

Categories
Education

E133 Balaji Padmanathan, Data Scientist & Masters Graduate at UCD

Welcome to episode E133 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Balaji Padmanathan, Data Scientist & Masters Graduate at Uniersity College Dublin. Balaji was the winner in the Best Application of AI in a Student Project at the 2023 AI Awards for his project focusing on optimising electric vehicle charging station locations in Dublin. The aim of the project was to make Dublin more sustainable and serve as a model for global efforts to combat climate change and promote responsible urban development.

Topics include:

  • Optimizing electric vehicle charging stations for viability
  • Pivoting to DBSCAN and ranking methods due to data scarcity
  • Utilizing open source data such as OpenStreetMap & OpenChargeMap for analysis
  • Validating analysis using existing EV stations for accuracy assessment
Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

Categories
Software Development

E131 Eamonn O’Toole, Data Science Consultant at Dell Technologies

Welcome to episode E131 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Eamonn O’Toole, Data Science Consultant at Dell Technologies. Dell Technologies Managed Services (DTMS) provide fully managed and optimised cloud and IT services to a large and varied set of 3rd party customers. These services include the operation and
maintenance of backup, storage, compute, network and converged
infrastructure with a variety of monitoring and ITSM systems.

Dell Technologies won the 2023 AI Award for Best Application of AI in a Large Enterprise for the DTMS team’s collaboration with Service Operations Applied Science and Engineering (SOAS) to employ an ML-powered Multi-Layered Framework to enhance incident management and reduce ticket handling times.

Topics include:

  • How Dell Managed Services are enhancing IT efficiency through intelligent data utilisation
  • Introducing Intelligent Ticket Routing which reduces resolution time by 4%
  • Applying NLP and clustering for efficient ticket classification
  • Integrating ML with ITSM to guarantee seamless, platform-agnostic ticket routing
  • Real-time ticket integration and anomaly detection to ensure practical utility
  • Predictive analytics for automated incident prevention and recovery
  • Key lesson to understand the context in deploying solutions
Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

AI Ireland are excited to unveil our new book, “AI Unleashed: Navigating the AI Revolution,” which is now accessible for purchase on Amazon. For executives, policy architects, or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Now available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation today

AI Ireland offers tailored presentations catering to your industry’s needs, providing invaluable insights into the transformative power of AI technologies. Stay ahead of the curve and equip your organisation with the knowledge it needs to confidently embrace the future.

Don’t miss the opportunity to enlighten your team and stakeholders. Book a presentation today and explore how innovation is positively impacting your industry.