The Fifth Elephant 2020 edition
On data governance, engineering for data privacy and data science
The ninth edition of The Fifth Elephant will be held in Bangalore on 16 and 17 July 2020.
The Fifth Elephant brings together over one thousand data scientists, ML engineers, data engineers and analysts to discuss:
- Data governance
- Data privacy and engineering for privacy including engineering for Personal Data Protection (PDP) bill.
- Data cleaning, annotation, instrumentation and productionizing data science.
- Identifying and handling fraud + data security at scale
- Feature engineering and ML platforms.
- What it takes to create data-driven cultures in organizations of different scales.
**Event details:
Dates: 16-17 July 2020
Venue: NIMHANS Convention Centre, Dairy Circle, Bangalore
Why you should attend:
- Network with peers and practitioners from the data ecosystem.
- Share approaches to solving expensive problems such as cleanliness of training data, annotation, model management and versioning data.
- Demo your ideas in the demo sessions.
- Join Birds of Feather (BOF) sessions to have productive discussions on focussed topics. Or, start your own Birds of Feather (BOF) session.
Contact details:
For more information about The Fifth Elephant, call +91-7676332020 or email sales@hasgeek.com
Hosted by
The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more
GB
Gowtham Bellala
@gowthambellala
PICASA: Predictive Interventions in Capacity Allocations through Systemic Automations
Submitted May 31, 2020
Identifying and providing differentiated experiences to customer segments is crucial to building sustained customer engagement. At Flipkart, one of the approaches used to provide differentiated experience is by creating dedicated processes that are customized for the said experience. At the same time, capacities allocated to these dedicated processes should not be underutilized. This requires a balance between providing differentiated experiences and capacity utilizations. In this talk, we will present PICASA, an automated system that makes predictive interventions to optimize capacity allocation across dedicated processes. This system enables us to provide an improved experience to more customers from the available capacity while also providing a differentiated experience to key customer segments.
Outline
- Introduction to the business problem and technical need
- Brief highlight of the existing process and it’s challenges
- Our approach to solving the problem
- Results and Insights
Requirements
None
Speaker bio
Gowtham Bellala is a senior data scientist at Flipkart. He is focussing on Supply Chain Automation and Optimization by leveraging Machine learning, Artificial Intelligence and Big data. He holds a PhD in computer science from the University of Michigan, and is passionate about data science, machine learning and privacy. In the past, he has worked at C3.ai, HP Labs and GE Research on the application of these techniques in Healthcare, Sustainability and the Industrial Internet of things.
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Hosted by
The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more
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