Shows
AI Ireland with Mark KellyE176 'Ethical AI and Bias Mitigation' with University of Limerick's Deepak John RejiToday’s guest is Deepak John Reji, Senior Data Scientist, and associated with University of Limerick. Discussing Deepak’s AI Awards 2024 nomination in the Best Use of Responsible AI an Ethics category, this episode centres around the challenges and opportunities in creating safe and responsible large language models (LLMs) that strive to reduce bias and bolster ethical AI practices.
Topics include:
0:00 Mitigating bias in AI through fine-tuned LLMs
5:23 Challenges in curating unbiased data and training models
8:39 How bias perception varies by context, demographics and culture
11:29 How diverse annotators ensured cult...2024-12-0520 min
D4 Data PodcastData-Driven Insights: Unleashing the Power of Measurement and Experimentation in IndustryJoin data science expert Vanessa Pizante in this enlightening podcast as she takes you on a journey through the world of data-driven insights. With over four years of experience, Vanessa, a key member of the Sobeys team, provides a unique perspective on how measurement and experimentation can revolutionize decision-making and drive business success. Discover the art of crafting scalable measurement frameworks that keep businesses agile in a rapidly changing market. Delve into the intricacies of Bayesian methods and their application in building effective measurement strategies. Tune in to explore the challenges and considerations of developing robust measurement frameworks and...2023-08-2247 min
D4 Data PodcastFast Forward: How to Harness the Potential of AI for a Sustainable FutureJoin us in this captivating episode of the D4 Data Podcast as we embark on a journey into the future of AI and its potential to shape a more sustainable world. Our esteemed guest, Alice Schmidt, a renowned global sustainability advisor and business consultant, offers invaluable insights gathered over 25 years at the forefront of social, environmental, and economic affairs.
In this thought-provoking discussion, we explore the boundless possibilities of AI in tackling global challenges and driving positive change. Alice's experience working with diverse organizations, including UN agencies, the World Bank, and the European Commission, lends a unique...2023-07-2850 min
D4 Data PodcastThe Future of Textile ManufacturingIn this inspiring episode, we sit down with Garrett Gerson, the innovative founder and CEO of VARIANT3D, a disruptive technology platform shaping the future of textiles through 3D knitting. Join us as we delve into the world of sustainable textile manufacturing and explore how VARIANT3D is leading the charge in creating a more sustainable, transparent, and innovative industry.
Garrett takes us on a journey, sharing the origin story of VARIANT3D and how the idea of using 3D knitting to revolutionize textiles came to fruition. Discover the unique aspects that set VARIANT3D apart from...2023-06-2332 min
D4 Data PodcastEmpowering Data Science and Open-Source PythonJoin us for an enlightening episode as we sit down with Sophia Yang, a Senior Data Scientist and Developer Advocate at Anaconda. Sophia's passion for data science and Python open-source communities shines through her numerous contributions and active involvement in the field. In this episode, we explore Sophia's journey and delve into her invaluable insights on open-source development, community building, and the latest advancements in data science.
Sophia's expertise is unmatched as an esteemed author of popular Python libraries such as condastats, cranlogs, PyPowerUp, intake-stripe, and intake-salesforce. We discuss the significance of these libraries...2023-06-0824 min
D4 Data PodcastRedefining Fashion: A Deep Dive into Circular Consumption and Sustainable FashionWelcome to this special episode of the Sustainable Fashion Podcast with Sarah Garner! In today's discussion, we delve deep into circular fashion and the inspiring story behind Retykle, Asia's first and largest resale platform for pre-loved children's fashion.
Join us as Sarah takes us on a journey through her mission to make fashion more sustainable while addressing the challenge of what to do with outgrown clothes. Learn about the environmental impact of the fashion industry and how Retykle is pioneering a solution that benefits both the planet's and parents' budgets.
Read more about Retykle: https://retykle...2023-05-3032 min
D4 Data PodcastBeyond the Code: Navigating the Ethical Landscape of AIIn this episode, Ravit Dotan, an expert in AI ethics and responsible AI governance, shares her insights on the crucial topic of ensuring that AI ethics implementation is grounded in genuine moral principles that respect all stakeholders. We discuss the need for a comprehensive and coherent framework of ethical guidelines, guidance for AI developers and users, fundamental challenges of bias, discrimination, and inequality in AI decision-making, implications of AI ethics for different domains, transparency, and accountability, and fostering a culture of ethical awareness and responsibility. Join us for this insightful conversation on AI ethics and responsible AI governance.
2023-03-2847 min
D4 Data PodcastHow Humans Perceive Their Relationship with AIIn this episode, we sit down with Marisa Tschopp, an expert in the intersection of technology and human psychology. Marisa takes us on a journey through the fascinating and complex relationship between humans and artificial intelligence.
We explore the concept of anthropomorphism and how it shapes our perceptions of AI, as well as the role of computers as social actors and how it affects trust in AI. Marisa shares her insights on the rise of voice assistants like Amazon's Alexa and Apple's Siri, and the potential for addiction to chatbots like Replika AI and Xiaoice.
...2023-03-2659 min
D4 Data PodcastUnpacking the Future: A Deep Dive into Gen Z in TechIn this episode, we sit with Brooke Joseph, a 17-year-old innovator and aspiring artificial intelligence expert. We discuss the intersection of Gen Z and technology and how Brooke has found her passion for AI and Federated Learning. We delve into how technology affects how Gen Z interacts with and understands technology and the role of education and training in meeting the needs of the next generation of tech innovators. We also explore the potential impact of Gen Z's diverse perspectives and experiences on the technology industry's future, as well as how the social and political climate shapes the industry...2023-03-1840 min
D4 Data PodcastDigital Transformation: Challenges from the perspective of the public sector & societyIn this episode of the D4 Data Podcast, we welcome Sandra Binninger, a digital transformation and society enthusiast with a background in law and experience working in the Estonian Ministry of Justice. Sandra discusses the complex topic of digital transformation in the public sector, exploring the challenges and opportunities of implementing technology-driven initiatives. With a focus on the mindset and culture required to drive successful transformational change, Sandra shares her insights and experiences, drawing on her work in both Estonia and Germany. This thought-provoking conversation explores the multifaceted aspects of digital transformation, including innovation, policy, citizen experience, and the...2023-02-2532 min
D4 Data PodcastOptimizing Job Shop Manufacturing with AI SchedulingIn this episode, we speak with Brent Halonen, a Manufacturing AI visionary, co-founder, and director of AI at Steelhead Technologies. Brent shares his insights on the role of AI scheduling in job shop manufacturing and its impact on optimizing production processes and maximizing efficiency. He shares his extensive experience working with job shop manufacturers and how Steelhead is introducing cutting-edge solutions well-suited to the fast-paced environment of production floors. Join us as we discuss the benefits of AI scheduling, successful implementations, potential risks and limitations, and how job shop manufacturers can effectively adopt and integrate this technology into their...2023-02-1811 min
D4 Data PodcastRevolutionizing Mental Health Care with Digital TechnologyIn this podcast, I sit with Pernille Bülow to explore the intersection of digital technology and mental health. We discuss the impact of smartphones and wearables in preventing and treating mental illness, as well as the potential of biosensors in the prevention and treatment of mental health conditions.
As with any technology, ethical considerations are important to explore, and we delve into some of the key issues surrounding using digital tools for mental health. We also discuss the accessibility and affordability of these technologies and compare their effectiveness with traditional methods.
Of course, no t...2023-02-1524 min
D4 Data PodcastThought Leadership 101: How to Stand Out in Your IndustryIn this episode, I had the pleasure of speaking with Teegan Bartos, an award-winning resume writer and certified career coach. We delved into thought leadership and explored its importance in today's competitive job market.
Teegan shared valuable insights and practical tips on identifying areas of expertise, building a personal brand, and strategies for building a successful thought leadership brand. We also discussed common pitfalls to avoid, ways to leverage thought leadership to open up new career opportunities, and to balance the need to be authentic and transparent.
Additionally, we talked about handling criticism, drawing lines...2023-02-1340 min
D4 Data PodcastChatGPT and the Future of the Legal ProfessionIn this episode, we dive into the topic of ChatGPT and the future of the legal profession. Join us as we explore the impact of this large language model on the field of law and the ways in which it is being used for document generation, legal research, and decision-making. We also examine the ethical and moral considerations, as well as the potential biases and limitations of using ChatGPT in the legal field. Finally, we discuss the future of the legal profession in light of ChatGPT and other AI advancements, and how legal professionals can adapt and evolve to...2023-02-0237 min
D4 Data PodcastClimate Optimism: Reimagining Our FutureIn this episode of the D4 Data Podcast, we sit down with Sally Giblin, a leader in the climate action movement. Listen as we discuss the importance of approaching climate action with a sense of "stubborn optimism," the power of "What if" thinking for a better future, and the need for shared responsibility and collaboration across generations. We also delve into the political and economic barriers to implementing sustainable solutions at scale, the impact of climate change on marginalized communities, and ways to communicate the urgency of the climate crisis to the young generation. Sally also shares examples of...2023-01-2821 min
D4 Data PodcastGrounded Language UnderstandingJoin us in this episode of the D4 Data Podcast as we delve into the topic of "Grounded Language Understanding" with guest speaker Tamara Atanasoska. Tamara, a researcher in the field of natural language processing and cognitive science, shares her knowledge on the basics of grounded language learning, the cognitive and linguistic foundations for NLP tools, and the challenges in textual analysis. She also delves into the methodology behind embodied AI and her research on multimodal dialogue in game settings.
Tamara also discusses the challenges in data preparation, the differences between research and industrial sectors, code reproducibility, a...2023-01-2546 min
D4 Data PodcastLarge language models, Applications & ImplicationsIn this episode, we're thrilled to have Sandra Kublik, author of the new book "GPT-3: The Ultimate Guide To Building NLP Products With OpenAI API" with us to discuss the exciting capabilities of LLMs and their potential applications. We'll be discussing Sandra's thoughts on the natural language understanding abilities of LLMs, the role of AI service providers, and some of the most popular LLMs currently in use. We'll also delve into the feasibility of custom AI solutions, the potential for Artificial General Intelligence (AGI) and the ethical and responsible considerations when building and deploying LLMs.
Join us a...2023-01-2240 min
D4 Data PodcastData-centric NLP in the era of LLMsIn this episode, we dive into the world of data-centric AI and NLP, exploring the ethical considerations, limitations, and trade-offs that come with this approach. We start off discussing data-centric AI, and the ethical considerations that come with it in the context of NLP. We also delve into the limitations of data-centric approaches in NLP, and the trade-offs between using a larger dataset versus a curated, smaller dataset. We also touch on the problem of concept drift and the potential for generating biased or misleading data while augmenting data. We also discuss the importance of ensuring the quality of...2023-01-2032 min
D4 Data PodcastThe role of Open Source in career developmentThis is a conversation with Sugato Ray about the world of open source and its impact on career development. You'll learn about the various opportunities available in the open-source community and how participating in open-source projects can lead to valuable skills and experiences that can enhance your professional growth. Whether you're a student, a developer, or a manager, this episode is a must-listen for anyone looking to boost their career prospects in the tech industry. Tune in as we explore topics such as ownership and distribution models of open-source and proprietary software, contributing to open-source projects, evaluating open-source projects...2023-01-1944 min
D4 Data PodcastContent Creation as a Viable Career: Tips, Challenges, and Success StoriesIn this episode, we speak with Satshya Tharien, a successful content creator who has built a following on Instagram and youtube by sharing her unique blend of fashion, lifestyle, and humour content.
Satshya shares her journey as a content creator, including the challenges she faced when she first started out and the strategies she used to build a loyal and engaged audience. She also shares her insights on the importance of authenticity, the role of humour in her content, and the importance of staying true to your own vision and values.
In addition to discussing...2022-12-2734 min
D4 Data PodcastAzure Machine Learning & ML as a ServiceThis is a conversation with Bea Stollnitz about the advancements in Azure ML and its new cool features in the ML Ops space.
Azure ML (Microsoft Azure Machine Learning) is a cloud-based platform for building, deploying, and managing machine learning models. It provides a range of tools and services for data scientists and developers to build, train, and deploy machine learning models in the cloud.
In this podcast, we explored the capabilities of Azure ML and how it can be used to build, deploy, and manage machine learning models in the cloud. We also delved...2022-12-2342 min
D4 Data PodcastPersonal Branding & Networking (Part-2)Watch part-2 of the conversation with Tracy Borreson where we discuss the importance of personal branding and networking. Check out part 1 of this conversation as well!
Check out the part-1 of this conversation: https://open.spotify.com/episode/4gdLXjgppyF9zK0ULcuKhn?si=de05fe94f4db419e
Tracy shared her story about how she was hesitant to network when she first started her career. She encourages everyone to find ways to feel more comfortable in networking situations, such as by observing and seeking out conversations that make them feel at ease, and being proactive about...2022-12-031h 22
D4 Data PodcastHow to articulate the value of Data & AI?Articulating the value of data and AI can be difficult, as customers often have unrealistic expectations about the accuracy and efficiency of the solution. This podcast video discusses how to present an AI solution to customers, how to keep in mind important considerations when introducing AI into a business, and the different types of value that can be generated by data and AI solutions.
The speaker discusses the importance of embedding deep domain expertise into algorithms in order to ensure accuracy and performance. They also discuss how to articulate the value of data and AI to customers...2022-12-0132 min
D4 Data PodcastTransparency & Diversity in AIIn this podcast, Nermeen talks about how important it is to have transparency and diversity in AI, and how this can help to prevent bias. The video discusses how technology impacts daily life and how people need to be involved in its development.
The video discusses how people need to be aware of the implications of how their technology choices impact their lives. It encourages people to be involved in technology development and discusses how technology impacts daily life.
Nermeen Ghoniem is the founder and host of Hello Ada, a place to discover all cool...2022-11-2926 min
D4 Data PodcastPersonal Branding & Networking (Part-1)In this podcast, Tracy shares her journey of personal branding and networking, and how both are essential to success. She advises listeners to begin by identifying what is authentic for them and to experiment with different topics through conversation. Networking is a critical part of developing a personal brand and should be prioritized over other activities. The podcast emphasises that It is not a one-time event but rather a journey that evolves over time.
Tracy Borreson is all about authenticity. Whether in her corporate digital influence consulting, 1:1 personal brand coaching, or as co-founder and Chief Peep of...2022-11-2457 min
D4 Data PodcastBusiness Ethics & AIThis Podcast video discusses the importance of adhering to ethical principles when using artificial intelligence in business. The speaker talks about the need for transparency and trust when using AI, as well as the need for cross-disciplinary collaboration in order to ensure that AI is used responsibly. The EU AI act is mentioned as a promising development in this regard.
Dorothea Baur is Europe's leading expert and advisor on ethics, responsibility, and sustainability. She provides explicit ethics strategy consulting for decision-makers in tech and finance. Dorothea originally earned a PhD in business ethics, specifically NGO-business partnerships. For...2022-11-2227 min
D4 Data PodcastAI in ProductionThis podcast overviews some of the challenges associated with implementing AI solutions in a production environment. It offers advice on how to overcome these challenges and discusses the importance of ethical considerations when working with AI technologies.
This video discusses the importance of data versioning, and MLOps, and how to properly use them. It advises data scientists to always follow best practices, use the right tools, and track results.
Ashish Patel is a Chief Data Scientist, AI researcher, and AI Consultant with over 11 years of experience in AI, Currently living in Ahmedabad(INDIA). He has...2022-11-1736 min
D4 Data PodcastRecommendation SystemsThis podcast discusses how recommendation systems are becoming increasingly important and can be used to increase revenue or click-through rates. It also covers the advancements in algorithms and how large-scale recommendations are implemented in real-time. The speaker discusses the importance of personalized recommendations for companies, the growth of this field, and how companies can reinvest in their recommendation systems to improve their user experience and revenue.
Miguel Fierro is a Principal Data Science Manager at Microsoft Spain, where his job consists of helping customers leverage their processes using Big Data and Machine Learning. Previously, he was CEO a...2022-10-011h 03
D4 Data PodcastAI for Music CompositionThe podcast discusses the capability of AI in music composition, and Computational Creativity. The speaker describes how the recent models he's worked on are used to represent music, and explains how the AI learns and generates short pieces of music that are rhythmically and harmonically sound.
Dr. Tristan Behrens is an expert in AI, an AI composer, and an AI educator. He has an extensive track record in successful Deep Learning projects. His biggest focus is Deep Neural Networks for composition. He has published several albums of music composed with a computer. Tristan currently works as an...2022-09-2444 min
D4 Data PodcastAI Strategy & ManagementThis podcast video discusses the importance of having a sound understanding of AI before implementing it in order to avoid common mistakes. The speaker also points out the need for an "agile" mindset when working with AI, and suggests that data scientists incorporate a business perspective to be more effective. The video concludes with a discussion of the current state of AI maturity in organizations.
Afke Schouten is the Director of Studies for AI Management and AI Operations at HWZ University of Applied Sciences in Zurich. She also founded AI bridge a corporate training and consulting company...2022-09-0347 min
D4 Data PodcastAI in measuring organizational cultureThe podcast video discusses how to measure the culture of an organization using different AI frameworks. It features KindQ, a behavioural science-based measurement tool from the Summery team which provides unbiased analysis of data to help executives make decisions, and how they have seen success in increasing donations and recruitment through their product.
Erin is a Forbes #Next1000 entrepreneur and was recognized as a AI4Good ESG / AI Innovator in 2022 by Women in AI North America. She leads a team of behavioral, cognitive, and data scientists and has been profiled in Forbes, Entrepreneur, BBC Technology, National Geographic...2022-08-2939 min
D4 Data PodcastAI in Regulatory SectorLexi AI is a platform that helps lawyers and legal experts to speed up the knowledge-gaining process, reducing the opportunity cost of time spent observing regulations. The legal industry is seeing increased digital adoption, but there are still some challenges in convincing lawyers to use digital tools. Lexi AI's platform is different from other offerings in that it is designed to make the law more accessible and understandable. The platform offers aggregated knowledge about the law, research platforms, and special formats to help users better understand the structure of the law.
Susann is a lawyer and an...2022-08-1830 min
D4 Data PodcastAI in Sustainable FinanceThis podcast discusses the role of artificial intelligence in sustainable finance, with a focus on the ethical implications of the technology. The speaker discusses how AI is being used to assess sustainability factors in companies, and how data bias can be a challenge in this process. They suggest that policymakers should be thinking about these issues and developing a framework to deal with them.
Steven works as an innovation consultant, assisting clients in understanding what technology can do for them. Steven has extensive experience in the startup field, having worked for start-up accelerators, founding his own tech...2022-08-1133 min
D4 Data PodcastAI and Climate Change GoalsThe podcast video discusses how AI can have a positive or negative impact on climate change goals and suggests that businesses and researchers take into account the potential impacts before starting any AI projects. It also discusses how AI can be used to help reduce emissions, and the various challenges and bottlenecks involved in doing so.
Tijana Nikolic is an AI Specialist in Sogeti Netherlands AI CoE team. Her vision is to bring innovative solutions to the market with a strong emphasis on privacy, quality, ethics, and sustainability while enabling the growth and curiosity of team members.2022-07-1639 min
D4 Data PodcastResponsible and Ethical AIThe podcast discusses the ethical implications of artificial intelligence, and how responsible and ethical AI can be implemented. It discusses the importance of data collection and pre-existing bias, and the potential for liability when AI makes mistakes. The podcast also discusses the importance of diversity in the field of AI.
Alexandra Ebert is a Responsible AI, synthetic data & privacy expert and serves as Chief Trust Officer at MOSTLY AI. As a member of the company's executive leadership team, she is engaged in public policy issues in the emerging field of synthetic data and Ethical AI and is...2022-06-3045 min
D4 Data PodcastApplications of NLPThis video discusses the applications of NLP, with a focus on how they can be used to build apps and software. The speaker discusses the challenges associated with deploying and running machine learning applications, specifically mentioning issues with cost and complexity. They mention that there are a number of tools available to help with these difficulties, but note that there are still some challenges to be overcome.
Ramsri is an AI researcher and product builder combined into one. He is currently building two revenue-making NLP SaaS apps Questgen.ai and Supermeme.ai. Questgen is an edtech startup...2022-06-1642 min
D4 Data PodcastEvolution of spaCyThe podcast video discusses the design philosophy behind the Spacy library, its inspiration from other high-quality machine learning libraries, and the turning point in its development. The speaker also discusses how the library offers a variety of services to help developers create custom pipelines for specific domains, and how it is being improved with the help of real-world industry problems.
Ines is a software developer working on Artificial Intelligence and Natural Language Processing technologies, and the co-founder and CEO of Explosion. She is a co-creator of spaCy, one of the leading open-source libraries for Natural Language Processing...2022-06-1132 min
D4 Data PodcastAI Revolution in Scholarly ResearchThis video discusses the use of artificial intelligence in scholarly research, including various applications and benefits. It also discusses ethical concerns and how they are being addressed. This podcast discusses different AI use cases in scholarly research, including applications for checking grammar, detecting plagiarism, and annotating articles. The speaker talks about popular AI tech stacks and mentions a tool for measuring qualitative quality.
Maha Amami is an NLP Data scientist at MyScienceWork, a company that provides a suite of data-driven solutions for research institutions, scientific publishers and private-sector R&D companies https://www.mysciencework.com/ Maha likes...2022-05-0126 min
D4 Data PodcastNeural Search with Jina.aiJina.ai is a company that provides neural search services using machine learning models. The company is also expanding its services to include vector databases and other tools to help users get the extra mile of quality in their search results without needing to microservices or communicate with other users. In this podcast, the speaker discusses the company's focus on providing solutions for the neural search domains, as well as some of the team's recent industrial collaborations. They also discuss the future of neural search, noting that research is key to making the technology more effective.
Joan...2022-04-2818 min
D4 Data PodcastFederated LearningFederated learning is used for distributed training of machine learning algorithms on multiple devices without exchanging training data. The video discusses the History of Federated Learning, different Architectures, the challenges associated with using the platform, as well as the potential future prospects for the technology. The speaker also explained the framework "Flower" which is an open-source framework for Federated Learning.
Maria Boerner has a Ph.D. in physics and an academic background in data analysis and processing. She worked at the world's largest Particle Colliders CERN and DESY and managed AI projects at for Porsche, PwC and...2022-04-1328 min
D4 Data PodcastESG Due DiligenceThe podcast discusses the importance of ESG (environmental, social, and governance) and how it needs to be integrated into business strategies. They also discuss the use of technology in ESG due diligence, its challenges, Sustainable investment, Greenwashing and how it is necessary to have a standardized approach to data collection and analysis.
Ana Luci is a 22-year experienced sustainability advisor and lecturer focused on the incorporation of environmental and climate variables within businesses’ strategic planning.2022-04-0231 min
D4 Data PodcastAI in HealthcareThis is a conversation with Ms Punitee Garyali on the advancements in Artificial Intelligence in the Healthcare sector. Punitee is a Physician-Scientist and is passionate about using technology, especially artificial intelligence, to solve complex biological problems. Punitee has degrees in Medicine & Engineering along with a doctorate in Biochemistry and wants to contribute to research that has a direct impact on the community. She is working with AI Talos as a Medical Advisor to create an AI-powered solution for breast cancer diagnosis. She believes that the convergence of AI/ML with medicine opens up endless possibilities!
This Podcast d...2022-03-2935 min
D4 Data PodcastNotebook as a Service (NaaS)The podcast discusses the features and capabilities of the Notebook as a Service (NaaS) platform. The platform provides users with access to monitor and manage their notebooks in a centralized location, making it easier to schedule and track tasks. They also discuss the design concept behind the drivers and templates, and how they are designed to be more simple and closer to users.
Jeremy Ravenel with his team started Naas.ai to augment Notebooks and run them in production with a low-code approach in mind.
Naas software is a data platform used to manage tasks w...2022-03-1351 min
D4 Data PodcastThe Passion PerspectiveThe Passion Perspective is all about helping individuals identify and then develop programs to pursue their passions. Kira, the founder of the Passion Center, has designed courses that help individuals clear out blocks and old patterns of thought, and understand their passions. The podcast discusses the importance of identifying and driving passion in one's life, and how to apply it to one's work.
Kira is the founder of the Passion Centre, an organization that works with companies to adapt to the aggressively changing expectations of employees who seek meaning, purpose and fulfilment in their work. Kira is...2022-02-2647 min
D4 Data PodcastML Ops in PracticeThis podcast discusses the challenges of deploying machine learning models in production. These include model degradation over time, infrastructure challenges, and data security. The podcast also discusses the need for proper automation of ML processes and how it is implemented by leveraging AWS Cloud Services in projects at Thomson Reuters Labs
Lakshminarayan is a Lead Engineer - Machine Learning at Thomson Reuters Labs in Bangalore. He works with a team of engineers, scientists and designers to deliver ML solutions in TR products.
Harpreet is a Senior Cloud and DevOps Engineer at Thomson Reuters Labs in B...2022-02-2427 min
D4 Data PodcastExplainable AI in the Legal DomainThis podcast discusses the importance of explainable AI and how it can improve AI systems' reliability. The conversation also touches on the different needs of users and data scientists when explaining AI systems.
Milda Norkute is a Senior Designer at Thomson Reuters Labs in Zug, Switzerland. She works with data scientists and engineers on enhancing products and services across the Thomson Reuters product portfolio with Artificial Intelligence (AI) solutions. Milda is focused on user research and the design of the products to figure out how and where to put the human in the loop in AI-powered systems.2022-01-2728 min
D4 Data PodcastNamed Entity Recognition in the Legal DomainNamed entity recognition is a process of identifying and classifying entities in a document, and it is especially challenging in the legal domain due to its rich vocabulary and different use cases. The architecture that has been developed using Pointer Generator Network is able to overcome these challenges which have led to improved performance.
Sagar L. is a Senior Data Scientist at Thomson Reuters Labs in Bangalore, which was set up a few months ago as the first Labs site in India. He works with a multi-disciplinary team consisting of domain experts, designers and engineers. Sagar has...2022-01-2617 min
D4 Data PodcastDetecting Fake Points of Interest from Location DataThis podcast discusses a research project about Fake Points of Interest from Location Data using ML models. The speaker shares his experience working with designing this model. The podcast also discusses how the project can be improved, specifically by trying out new models and data sets.
Syed Raza Bashir is a PhD Candidate in computer science from Toronto, Canada. He has over 20 years of experience in the teaching and software industry. He is currently working as a Professor in Sheridan College and working as Scientific Managing Editor in Computer Science at Elsevier. He also completed certifications; Microsoft...2022-01-0821 min
D4 Data PodcastSustainable Water Resources ManagementThis podcast discusses a research project on improving water resources management in Bangalore, India. The project uses satellite products to help solve societal issues, such as understanding holistically what exists in a city's water resources. The objective of the project is to study and implement ways to reduce water dependency on outside sources.
Khushbu holds a Master's degree from BMS College of Engineering, Bengaluru. She is a creative person and teaches various subjects in environmental engineering. She is currently investigating two government-funded research projects in water resources & quality management.2021-12-1934 min
D4 Data PodcastTrends in NLPThis podcast discusses the history and importance of NLP, and how its techniques have evolved over the years. It also mentions how the use of transfer learning has allowed for the development of many successful NLP products. It also discusses the importance of productionizing NLP models so they can be used by users in a practical way.
Ivan has been working in the field of software engineering for around a decade and worked on amazing projects from building GUIs to architecting ETL pipelines that process terabytes of data per day.
Ivan is an avid podcast...2021-12-0730 min
D4 Data PodcastNews Recommender SystemThis podcast explains a research paper on the News Recommender System, as well as some key topics such as scaling and evaluating different model architectures for News Recommendation. The speaker shares her experience working with recommender systems, proposing novel algorithms, and devising methods to combat fake news.
Shaina Raza holds a PhD in computer science from Toronto, Canada. She is currently a postdoctoral fellow in Canada with the Equitable AI and Public Health cohort. She has received numerous awards, recognitions, and scholarships throughout her career, and she is a nominee for the Governor General's Gold Medal.2021-11-2438 min
D4 Data PodcastDemocratization of AI"Open participation is essential, otherwise machine learning and open science will be a black box that the big corporations will keep to themselves and pursue only financial interests. We can see what this means in the field of pharmacology"
This podcast talks about the Democratization of AI & power of Open Source. Philip is a known voice in promoting open source and is involved in sharing AI content and resources on social media platforms. This discussion also covers the close relationship between different Open source libraries such as Hugging Face and Spacy, as well as the possibility of...2021-09-2246 min
D4 Data PodcastSustainability in Fashion IndustryDiscussion with Ms Sanah Sharma, Designer & Winner of Red Carpet Green Design Context 2020 on Sustainable practices in Fashion Designing and how AI plays a role in this. The video covers a lot of topics around Circular Fashion, Regulation/Compliance, Sustainability score, Simulation tools in cloth designing, Zero Waste Concept etc.
Sanah is a designer, researcher and expert in a sustainable fashion. A gold medalist in Fashion Studies at the age of 18 underpinned her determination to pursue a career in fashion. At the age of 23, her cutting technique Planar Flux was incorporated into the syllabus at Iowa State...2021-08-0733 min
D4 Data PodcastSustainable Approaches on Preventing Litter Pollution“Sustainability has become the challenge of our time; evoking passion and confusion in equal measure.”
This podcast provides an overview of litter pollution and some of the ways that it can be prevented. It discusses the importance of waste management policies and the role of a circular economy in reducing pollution. The video also mentions a few companies that are working to redesign materials from waste2021-07-1720 min