The Fifth Elephant 2023 Winter edition - themes
- Talks from the healthcare sector
- Cutting edge developments with hardware and AI
- AI and risk mitigation
Attendance for The Fifth Elephant members only
The December edition will be held in-person. Attendance is open to The Fifth Elephant members only. Purchase a membership to attend in-person conference.
Who will benefit from participating in The Fifth Elephant community:
- Data/MLOps engineers who want to learn about state-of-the-art tools and techniques, especially from domains such as automobile, agri-tech and mechanical industries.
- Data scientists who want a deeper understanding of model deployment/governance.
- Architects who are building ML workflows that scale.
- Tech founders who are building products that require AI or ML.
- Product managers, who want to learn about the process of building AI/ML products.
- Directors, VPs and senior tech leadership who are building AI/ML teams.
Sponsorship
Sponsorship slots are open for:
- Infrastructure (GPU, CPU and cloud providers) and developer productivity tool makers who want to evangelise their offering to developers and decision-makers.
- Companies seeking tech branding among AI and ML developers.
- Venture Capital (VC) firms and investors who want to scan the landscape of innovations and innovators in AI and who want to source leads for investment in the AI and ML space.
If you are interested in sponsoring, email sales@hasgeek.com.
Contact information
Join The Fifth Elephant Telegram group on https://t.me/fifthel. Follow @fifthel on Twitter.
For any inquiries, call The Fifth Elephant on +91-7676332020.
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
A
Anantharam
Chatting with Flipkart: How GenAI Revolutionised Online Shopping
Submitted Aug 31, 2023
Abstract
In India’s offline markets, shopping is always about having an interactive dialogue. Yet, as e-commerce platforms evolved, dense UI interfaces clouded and removed conversational experience. With GenAI, we at Flipakrt have revitalized this dialogue. We called it Conversational Commerce
This talk will dive into the technical nuances of the GenAI implementation, from semantic understanding, to its seamless integration with Flipkart’s vast product ecosystem.
Broad outline
- Touch upon the various use-cases where GenAI is used in Flipkart.
- Dive deep into how LLMs are used to Understand User messages better in Conversational Commerce.
- Decoding Queries: Use ChatGPT-like LLM models to interpret and act on user queries.
- Clarifying Ambiguities: Generate questions to gain clarity on ambiguous or vague inputs.
- Contextual Conversations: Maintain continuity throughout dialogues, identifying when users switch topics.
- Deep dive into the importance of Conversation Design and how its used in-conjuction with LLMs to provide a rich chat experience to the user.
- The challenges faced, how they were overcome and the road forward.
- Finally, our insights on LLMs, how and when to use them, and how local in-house models can augument large deployed models such as ChatGPT.
Target Audience
Data scientists and Software Architects building Chat Assistants for large organisations with diverse use-cases.
Unique Value Proposition
The talk focusses on building large scale production GenAI applications, solving a broad set of problems in Flipkart. We will give a view of how and why a GenAI POC and a Production grade application are different.
Speakers
Comments
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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