Podcast terbaik Professor Margot Gerritsen (2024)

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From Graphs to Growth: Mentorship, Math, and the Power of Algorithms 36:31

15d ago36:31

36:31

Math and Computer Science (2:51) Graph Alignment (20:38) Bio Huda Nassar is a senior computer scientist at RelationalAI working on building the graph algorithms library offered as part of RelationalAI's product. Previously, Huda obtained a PhD in Computer Science from Purdue University and was a postdoc fellow at Stanford's School of Medicine. Huda…

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Beyond Borders: Elevating Women in Data Science and Leadership 36:16

1M ago36:16

36:16

Language as the access to different cultures (2:09) Career journey (8:23) People first in leadership style (23:19) Bio Hannah Pham is a seasoned data leader with experience building and scaling data teams at top tech companies like Airbnb and Pinterest. Hannah's expertise spans consumer and monetization domains. As the Head of Data Science for the …

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From Internship to Impact: A Data Scientist’s Journey 28:21

4M ago28:21

28:21

Sydney Hazen, a Privacy Data Scientist at Ford, shares her journey from a college intern to a full-time role. She highlights how internships can lead to job offers and the importance of real-world experience and corporate navigation. Sydney emphasizes applying technical skills with a socially conscious approach, understanding problems before diving…

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The Power of Linguistics in Large Language Models and AI 42:46

7M ago42:46

42:46

Highlights LLMs (1:46) AI systems (3:25) The need for humanness in AI (20:17) Transitioning to independent consultant (28:31) Bio Karin Golde, is the Founder of West Valley AI. She helps businesses and technical leaders navigate the rapidly developing landscape of AI and Large Language Models by sharing her expertise which has ranged from executive…

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Applying topological data analysis and geometry-based ML 28:24

8M ago28:24

28:24

Highlights: 00:02:25 - Colleen’s motivation for writing a book, interdisciplinary collaborations, and explaining advanced mathematical tools in accessible ways. 00:08:44 - Journey from biology and social sciences to data science, and the integration of different mathematical tools in solving data problems. 00:14:13 - Overcoming imposter syndrome an…

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Using Curiosity, Mentorship, and Education to Build a Career 34:36

9M ago34:36

34:36

Summary: Listen to the incredible and inspiring journey of Avalon Baldwin’s career journey. A self-described data nerd, she was not only the first in her family to attend college, she went on to get a graduate degree. Today she is an entrepreneur running her own consulting company. In conversation with Chisoo Lyons, Avalon shares how curiosity, men…

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Fighting Crypto Crime with Data Science 33:35

11M ago33:35

33:35

In this episode, Margot Gerittsen speaks with Kim Grauer. Kim is the Director of Research at Chainalysis, where she examines trends in cryptocurrency economics and crime. Listen as she talks about her obsession with fighting fraud in the cryptocurrency market. Highlights: What is crypto crime Trust in stable coin Misconceptions around cryptocurrenc…

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Using Storytelling to Communicate with Stakeholders 40:27

1y ago40:27

40:27

Michelle Katics, CEO and co-founder of BankersLab, discusses her journey in risk management training and the importance of integrating technical skills with business and soft skills. She shares her experience in helping banks navigate complex regulations and the need for training to improve understanding and decision-making. Katics emphasizes the i…

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Data Science Leadership: Creating Meaningful Impact 43:15

1y ago43:15

43:15

In this episode, Mary Krone explores her career shift from a PhD in chemistry and biochemistry to data science, where she builds financial credit models. She highlights her work’s tangible impact and discusses the challenges of work-life balance. Mary’s passion for data science’s positive potential in finance shines through as she debunks misconcep…

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Kate Kolich on Mentorship, Data Ethics, and Leadership 31:47

1y ago31:47

31:47

Kate Kolich serves as the Assistant Governor and the General Manager of Information Data and Analytics at the Reserve Bank of New Zealand. With an extensive background in the financial sector, she also has significant public sector experience. Throughout her impressive career, she's delved into areas like data analytics, digital strategy, informati…

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Breaking Barriers to Entry & Success for Women in Tech with Telle Whitney 31:35

1+ y ago31:35

31:35

Telle Whitney began her career in the tech industry in 1986 after earning a Ph.D. in computer science from Cal Tech. Her journey into graduate studies was sparked by an encounter with graphics during her undergraduate studies at the University of Utah. Although she initially wasn't interested in graphics, the idea of computer-aided design fascinate…

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Srujana Kaddevarmuth | Opening New Realms of Data Science and AI 35:52

1+ y ago35:52

35:52

Srujana Kaddevarmuth began her career near Bangalore, India after completing her master’s degree in engineering from Visvesvaraya Technological University. She has had a successful career in the tech industry and currently holds the position of senior director at Walmart's Data and Machine Learning Center of Excellence. In her role as senior direct…

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Veronica Edwards | The Bridge Between Dance and Data Science 28:19

1+ y ago28:19

28:19

Today Veronica Edwards is a senior data analyst at Polygence, though her educational and career background encompasses a wide range – she has delved into everything from dance and choreography to physics, sociology, marketing, and most recently, data science. Polygence is a nonprofit that offers middle and high school students a 10-week research ex…

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Jane Lauder | Using Data Science to Create Aspirational Products 27:21

1+ y ago27:21

27:21

As Estée Lauder’s first-ever Chief Data Officer, Jane Lauder is combining data science with creativity to fuel the growth of the company. Jane has worked at Estée Lauder for 26 years – 24 of which she spent working on the brand and marketing aspects of the business. While working as the Global Brand President of Clinique, Jane saw the power of data…

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Priya Donti | Using AI to Fight the Climate Crisis 41:49

2y ago41:49

41:49

An expert in climate change and the optimization of power grids, Priya Donti researches how to use machine learning for forecasting, optimization, and control of power grids to facilitate the integration of renewable energy. She first became interested in climate change during high school and studied computer science with a focus on environmental a…

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Lesly Zerna | Teaching and learning data science in Latin America (Spanish) 47:27

2y ago47:27

47:27

Lesly Zerna earned her undergraduate degree in Telecommunications Engineering at the Bolivian Catholic University and then traveled to Brussels to complete a Masters in Computer Science. After returning to Latin America, she began teaching data science and AI both in universities and virtual platforms and today her courses have thousands of online …

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Leda Braga | Applying data science to investment strategies 36:37

2y ago36:37

36:37

Leda Braga is the founder and CEO of Systematica Investments, a hedge fund that uses data science-driven models to support its investment strategies. Leda was born and raised in Brazil and found her way into the financial sector after getting her PhD in engineering and spending several years as an academic. Her financial career started with seven y…

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Jessica Bohórquez | Using AI for leak detection in water pipelines (Spanish) 46:09

2y ago46:09

46:09

A Colombian engineer, Jessica is fascinated by the processes and complexity of water supply systems in urban areas.In her post doc research in Australia, she brings together her expertise on the water hammer and transient flow waves to create an AI model that is able to identify where pipeline defects are faster and more accurately than existing te…

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Karolina Urbanska | Using data science to study human behavior 47:55

2y ago47:55

47:55

As a quantitative social psychologist, Karolina has always been interested in using data to measure human behavior to try to understand it better. She has researched questions around political attitudes and polarization, particularly in light of Brexit and Trump’s election in 2016. She wanted to understand how people could arrive at completely diff…

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Welcoming our new podcast co-host, Cindy Orozco 51:08

2+ y ago51:08

51:08

EPISODE NOTES WiDS Executive Director Margot Gerritsen welcomes her new co-host, Cindy Orozco, in a wide-ranging conversation about their career paths and valuable learnings along the way. Cindy is thrilled to be joining as podcast co-host and believes that showcasing women at all stages of their careers shows that we “share the same fears or exper…

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Tahu Kukutai | Advocating for indigenous data sovereignty 38:17

3y ago38:17

38:17

When Tahu Kukutai’s father went to school, he wasn’t allowed to speak his native language. If he did, he would be hit by his teachers. While the situation for the Maori people in Aotearoa (the Maori name for New Zealand) has improved somewhat since then, Tahu has dedicated her career to advocating for the rights of Indigenous peoples to preserve th…

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Allison Koenecke | Researching algorithmic fairness and causal inference in public health 27:31

3y ago27:31

27:31

Allison Koenecke, who received her PhD from Stanford’s Institute for Computational and Mathematical Engineering (ICME), describes how her experiences in academia and industry shaped her decision to return to academia. Currently a postdoc at Microsoft Research in the Machine Learning and Statistics group, she starts as an Assistant Professor of Info…

1
Karina Edmonds | Building bridges between business and academia 38:02

3y ago38:02

38:02

Though Karina showed an early aptitude in math, her high school counselor advised her against pursuing an engineering degree. She ignored his advice and went on to earn her undergrad degree in mechanical engineering from the University of Rhode Island and a PhD in Aeronautics from Caltech. She landed her first job as a speech-to-text engineer at TR…

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Fatima Abu Salem | Applying data science for the public good in Lebanon 33:39

3y ago33:39

33:39

Fatima Abu Salem grew up in Lebanon and has focused her data science research on addressing critical challenges in the region, including problems around the Syrian refugee crisis, the water quality in Lebanon and their irrigation requirements for farmers. Fatima explains that her life journey is really enshrined in the conflict of the region. She w…

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Louvere Walker-Hannon | Gaining skills and overcoming barriers to a career in data science 48:00

3y ago48:00

48:00

Louvere Walker-Hannon has worked at MathWorks (the company that makes MATLAB) for over 21 years, where she’s also a STEM Ambassador. She studied biomedical engineering as an undergraduate at Boston University and did graduate work at Northeastern University in geographic information technology with a specialization in remote sensing.She loved worki…

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Menglin Cao | Data science in fintech and financial services 29:52

3+ y ago29:52

29:52

After she earned her BA, MA, and PhD in economics from the University of Maryland, Menglin Cao spent six years at Fannie Mae before joining Wells Fargo. Over the past 15 years, she has seen a major shift in how financial institutions use data to drive business decisions. In the past, many business decisions were based upon the experience and judgem…

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Karen Hao | Covering AI and Ethics Washing in the Tech Industry 34:20

3+ y ago34:20

34:20

Karen Hao trained as a mechanical engineer and then joined a Silicon Valley startup, thinking that technology was the best means to create social change. While surrounded by smart people who were also passionate about using technology for social change, she soon discovered there were no incentives or pathways to accomplish this. “When you're inside…

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Cecilia Aragon | Aerobatic Pilot, Author and Data Scientist 32:13

3+ y ago32:13

32:13

The multi-talented Cecilia Aragon is a data scientist, professor, author and champion aerobatic pilot. In this podcast, she explains how learning to fly gave her the confidence to pursue her career in human-centered data science and as an author. Her book, Flying Free: My Victory Over Fear to Become the First Latina Pilot on the US Aerobatic Team, …

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Kristian Lum | Applying Statistics to Promote Fairness and Transparency 30:50

3+ y ago30:50

30:50

Kristian’s interest in statistics and algorithmic fairness has taken her on a winding career path from academia to business, to public service, and back to academia. As she has made different career changes, she didn’t decide between academia vs. industry vs. non-profit, it was more about the problem she was interested in working on at the moment, …

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Lillian Carrasquillo | Using Human-Centric Data Science at Spotify 38:22

4y ago38:22

38:22

A data scientist by training, Lillian brings a passion for human-centric machine learning and algorithmic effects to her role leading Spotify’s Personalized Home team. She also talks about the experience of leading her team from home during the pandemic. Lillian’s team of data scientists and user researchers collaborate with a mixed-methods researc…

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Femke Vossepoel | Applying Data Assimilation Tools to COVID Forecasting Models 39:28

4y ago39:28

39:28

After earning her PhD in Aerospace Engineering at Delft, Femke spent several years in oceanography, climate research, and subsurface modeling. She developed an expertise in data assimilation that she's now applying to improve COVID-19 pandemic forecasting models. Femke explains that data assimilation originated in weather forecasting, where a model…

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Francesca Dominici + Rachel Nethery | Using Data Science to Study Air Pollution Effect on COVID-19 Outcomes 34:39

4y ago34:39

34:39

With the onset of the COVID-19 pandemic, Francesca Dominici and Rachel Nethery saw a way to connect the research they were doing on air pollution and health with the pandemic. They are studying the effects of air pollution exposure on different causes of hospitalization to see if pollution could increase a person’s vulnerability to COVID-19. While …

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Manisha Desai | The Importance of Data Integrity in COVID-19 Clinical Trials 38:04

4+ y ago38:04

38:04

Manisha Desai is a professor of medicine (research) and of biomedical data science, and director of the Quantitative Sciences Unit at Stanford University. She is an expert in the design and analysis of clinical trials and epidemiologic studies across multiple diseases, including COVID-19. In this podcast, she provides some insights into the challen…

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Newsha Ajami | Improving Urban Water Systems Through Data Science, Public Policy and Engineering 33:03

4+ y ago33:03

33:03

Newsha Ajami is a hydrologist specializing in sustainable water resource management, water policy, the water-energy-food nexus, and urban water strategy. When she was studying hydrology in grad school, she took a water policy class that changed the trajectory of her career. “I would say that was one of the most important events in my professional c…

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Andrea Gagliano | The Intersection of Arts and Technology 31:37

4+ y ago31:37

31:37

When Andrea was studying math as an undergrad, she was required to take an arts class in order to graduate, and soon discovered that she loved poetry. She learned that the process of writing a poem was often similar to solving a complex math problem—just starting with one part, and then doing one more, and gradually the rest is revealed. She enjoye…

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Ya Xu | Using Data To Create Economic Opportunities For All Members Of Global Workforce 40:09

4+ y ago40:09

40:09

Ya Xu manages LinkedIn’s global team of data scientists that manage data science projects across the company’s products, sales, marketing, economics, infrastructure, and operations. She says the company takes active responsibility over the data they collect to ensure fairness and protect privacy. They are very proactive about how they maintain thei…

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Susan Athey | Bringing an Economist’s Perspective to Data Science 51:30

5y ago51:30

51:30

With a prolific career spanning academia and industry, Susan’s research focuses on the economics of digitization, marketplace design, and the intersection of econometrics and machine learning. She received her PhD at Stanford Graduate School of Business, and taught at MIT and Harvard before returning to Stanford. She was consulting chief economist …

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Montse Medina | Lessons Learned Building a Data Science Startup 36:56

5y ago36:56

36:56

Montse Medina was pursuing her PhD at Stanford’s Institute for Computational and Mathematical Engineering (ICME) when she realized she had a great idea for a company. She left her graduate program to found Jetlore, a prediction platform that empowers retailers with AI-driven content, which was acquired by PayPal in 2018. Montse has since moved back…

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Bonus Episode: Margot Gerritsen | How to Get More Women Into Data Science 28:04

5y ago28:04

28:04

It was in 2015 when Margot Gerritsen was asked to speak at a data conference with not a single other woman on the program that she knew that something had to be done to get women into the field. As she was then Director of the Institute for Computational and Mathematical Engineering (ICME), Gerritsen knew more than a thing or two about data science…

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Timnit Gebru | Advocating for Diversity, Inclusion and Ethics in AI 36:23

5y ago36:23

36:23

Timnit recently completed her postdoc in the Fairness, Accountability, Transparency, and Ethics (FATE) group at Microsoft Research, New York. Prior to that, she was a PhD student at the Stanford Artificial Intelligence Lab, studying computer vision under Fei-Fei Li. She also co-founded Black in AI, an organization that works to increase diversity i…

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Christiane Kamdem + Lama Moussawi | WiDS Ambassadors Bring Education and Role Models to their Communities 30:43

5y ago30:43

30:43

Our WiDS Ambassadors in Paris and Beirut discuss the impact of the growing WiDS presence and communities in their countries. Christiane Kamdem, a native of Cameroon and WiDS Ambassador in Paris, is a senior data scientist at the French energy company Total where she analyzes data to create new services and improve market impact. WiDS Beirut Ambassa…

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Sherrie Wang | Applying Machine Learning to Solve Global Food Security Challenges 31:22

5y ago31:22

31:22

Sherrie brings an interdisciplinary and entrepreneurial perspective to her research that she has developed through her work in the fields of computational finance, biomedical engineering, and computer vision. Sherrie explains that about 1 in 9 people do not have access to adequate food. She is using satellite imagery and machine learning to identif…

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Marzyeh Ghassemi | Applying Machine Learning to Understand and Improve Health 36:42

5y ago36:42

36:42

Ghassemi explains how she is tackling two issues: eradicating bias in healthcare data and models, and understanding what it means to be healthy across different populations during her conversation with Women in Data Science Co-Director Karen Matthys on the Women in Data Science podcast. She says that there are built-in biases in data, access to car…

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Shir Meir Lador | Using Data Science to Keep Financial Data Secure 35:04

5y ago35:04

35:04

In addition to her job at Intuit, Lador is a WiDS ambassador in Israel, has her own podcast about data science, and is a co-founder of PyData Tel Aviv meetups. Lador’s team at Intuit focuses on machine learning in security and fraud applications to protect customers’ sensitive financial data from fraudsters and hackers. She and her team use anomaly…

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Natalie Evans Harris | Creating A Shared Code Of Ethics To Guide Ethical and Responsible Use of Data 30:31

5+ y ago30:31

30:31

During her career at the National Security Agency, Capitol Hill and the White House, Natalie Evans Harris saw that while we collected troves of data, we didn't have strong frameworks and governance in place to protect people in a data driven world. “Data has been used to intrude in our lives. Things are happening based upon data that nobody communi…

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Meltem Ballan | Mission Impossible, Fingerprint Recognition, and Connected Cars 33:16

5+ y ago33:16

33:16

Ballan brings multiple perspectives to her current work on Connected Cars—drawing on expertise in data science and neuroscience gained during her ever-changing career in academia, entrepreneurship and consulting. Ballan grew up in Turkey where it’s not unusual for women to pursue careers as scientists. In her youth, she was inspired by Mission Impo…

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Chiara Sabatti | Algorithms and the Human Genome 34:51

6y ago34:51

34:51

Data science and genetics are closely linked and have been for some time. But now, data science is playing an even larger role in genetics, a trend that is prompting researchers to look hard at their ethical responsibilities, says Chiara Sabatti, a professor of biomedical data science and statistics at Stanford University. As is the case in many ot…

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Elena Grewal | From Education to Head of Airbnb Data Science 43:45

6y ago43:45

43:45

Career paths don’t always follow a straight line. Just ask Elena Grewal, whose education culminated in a PhD in education, but who became the head data scientist at Airbnb. In some ways, the leap wasn’t quite as daunting as it might sound. Grewal’s training at Stanford was interdisciplinary, including statistics and econometrics. “Often it’s more a…

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Sonu Durgia | Optimizing the Online Shopping Experience 28:44

6y ago28:44

28:44

Consumers know Walmart as a retailing giant that has changed the face of retail in communities across America. But with a data store containing billions of queries and items, it’s also a laboratory for the company’s data scientists and IT professionals who mine and manage it. “We have data scientists embedded in every single team within the company…

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Megan Price | Data Science and the Fight for Human Rights 46:23

6y ago46:23

46:23

Data scientists are involved in a wide array of domains, everything from healthcare to cybersecurity to cosmology. Megan Price and her colleagues at the Human Rights Data Analysis Group (HRDAG), however, are using data science to help bring human rights abusers to justice. The nonpartisan group played a key role in the case of Edgar Fernando García…

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