Coffee, Snacks & Networking
Exploring Data Science for Customer Intelligence in Technology, Media & Retail
In the fast-paced world of the enterprise, artificial intelligence and machine learning are critical to staying ahead of the competition. How can you get the most out of your data? Learn the innovative approaches the world’s leading companies are taking to solve today’s key challenges in B2C operations, customer-facing services, and marketing operations at this exclusive summit on February 4, 2021, in Los Angeles.
- 12:30 pmRegistration
- 01:30 pmFrom Raw Data to Automated ML Models – Enabling Data Science Teams to Do Data Science
Samantha Strapason Cvetkovski – Data Science Manager at MINDBODY, Inc.
Often times, Data Science teams are not performing data science or analytics, but spend a majority of their time cleaning and curating data. By the time the data is ready to use, the business is already onto the next problem. Data silos within companies are common, but often times analysts cannot even access the data they need. So what does it take, to take this raw, dirty data and transform it into a format that can be used to automate ML models that learn from the ingestion of new data?
What will be covered?
- Data creation and data governance working hand in hand
- How ETL processes help create curated data that Business Intelligence and Data Science can use
- How to enable Analysts to spend more time analyzing and less time pulling data
- How to enable Data Scientists to leverage curated and uncurated data to build, test, iterate, and operationalize predictive AI/ML models
- Getting data and insights into the hands of our business partners to help inform business decisions
This session will give you insight into how to manage the pipeline from engineers to analysts and data scientists to better enable your organization to do more data science.
About the speaker
Sam is a Data Science Manager at Mindbody. Previously, Sam was a consultant for Slalom Consulting’s Data and Analytics practice and Elicit, a customer-centricity firm focused in retail, travel, and hospitality. She is a skilled data scientist who has experience in customer segmentation, predictive modeling, and leading teams. Her excitement comes from using data science to break through the surface layer of information to help formulate actionable business insights. She has worked with companies such as Southwest Airlines, McAfee, Universal Pictures, and City of Hope. Sam has a Master’s in Analytics from NC State along with a Applied Mathematics BS and Coaching minor from SUNY Buffalo State College. In her free time, you can likely find Sam drinking an IPA or playing Gaelic football.
- 02:05 pm20 min talk
Ilya Katsov – Head of Data Science at Grid Dynamics.
Ilya joined Grid Dynamics in 2009, and since then has been leading engagements with a number of major retail and technology companies, focusing primarily on Big Data, Machine Learning, and Economic Modeling. He is currently leading the consulting practice that helps clients to become successful AI adopters and deliver innovative AI solutions. Prior to joining Grid Dynamics, Ilya worked at Intel Research on emerging wireless communication technologies. He is the author of several scientific articles and international patents, and also authored a book, “Introduction to Algorithmic Marketing: Artificial Intelligence for Marketing Operations” (2017).
- 02:30 pm30 min talk
Riley Howsden – Senior Data Scientist and Technical Lead at Riot Games
Riley Howsden is a Sr. Data Scientist at Riot Games working on League of Legends. Riley’s most recent endeavors within the data science field have been aimed at recommender systems, personalization, and sequence models. Outside of the traditional machine learning work, Riley is also interested in operations research, behavioral economics, discrete optimization and reinforcement learning.
- 03:05 pm20 min talk
Alireza Haji Fathaliyan – Data Scientist at Meredith Corporation
- 03:25 pmCoffee break
Networking, Exhibitor Meet & Greet
- 03:55 pm30 min talk
Mariana Melcon – Manager II, Pricing Analytics at HP
- 04:30 pm30 min talk
Vera Kalinichenko – Principal Data Scientist at FabFitFun
- 05:05 pmHulu Originals Forecasting and Targeting
Robert Dumoulin – Data Science Marketing Lead at Hulu
Akhil Shah – Principal Data Scientist Lead at Hulu
In a competitive streaming landscape, Hulu Originals are an important differentiator of the Hulu brand and are both a strong acquisition play (bringing many new/former subs to Hulu) and retention play (subs who actively engage with Hulu Originals have significantly lower churn than those who don’t)
In this talk, we’ll provide an overview of how content forecasting (predicting how many subs will watch the show) and targeted marketing (predicting which subs will watch the show) are leveraged in order to maximize engagement with each Hulu Original
- 05:40 pmA deep dive into the Data Analytics Solutions in the Mobility World
Vijay Pravin Maharajan – Analytics Solutions Expert at Siemens
Our intelligent mobility platform, Railigent, serves as a platform for the customers and clients to have a look at how the future of mobility is shaping up! There are many use cases in the rail world where images or videos can be used as an unstructured data source. Just to name a few: Identify components that need maintenance and which part of the component exactly seems to have triggered maintenance. Energy Comparison and Consumption of the locomotives when the ecoCruise mode is ON or turned OFF. Monitor the number of passengers who get off a train and board a train and many more, with the help of our ecosystem.
This session will give you a lot of insights into the data analytics solutions, from engineers, data analysts, data visualization experts, and data scientists to enable your organization to do more data science and data analytics solutions.
About the speaker
Vijay is a TEDx Speaker and it happens to be that, he is the first Indian to be invited for a TEDx talk in Germany below 30. Vijay was recently awarded as ‘40 under 40 Data Scientists’ in India. He is currently working as a Data Analytics Expert at Siemens AG, Germany. He has also worked for companies like Telefonica (O2) and Volkswagen in the past. Vijay has a Master's degree in Electrical Engineering from the Technical University of Munich (TUM). He is also a Content Creator on Social Media platforms, especially on LinkedIn. He has been Invited for several talks at International Conferences, to name a few: Big Data Analytics Europe, Big Data Strategy Dialog Europe, Machine Learning Developers Summit, and few educational institutions. His goal is to inspire a lot of people and to motivate them. Let us see how he inspires us with his topic for this session.
- 06:05 - 07:05 pmOpening reception
Join Data Points as a speaker!
Data Points speakers are hand selected because they have been through the organizational and technical change associated with AI transformation before, and they want to share their insights and learnings with their peers. Submit your proposal!
- From Raw Data to Automated ML Models – Enabling Data Science Teams to Do Data Science
- Hulu Originals Forecasting and Targeting
- A deep dive into the Data Analytics Solutions in the Mobility World
- and more...
Join Data Points as a sponsor!
Data Points provides a unique opportunity to showcase your organization and its innovative solutions to a highly targeted audience, and thus to network within this dynamic industry. We target companies that provide attending delegates with the firsthand knowledge needed to excel in their future endeavors. We strive to create this same connection for our Sponsors by ensuring that they engage with their ideal audience and have a highly connected and beneficial experience at the conferences.