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The Fifth Elephant 2023 Winter
The Fifth Elephant For members

The Fifth Elephant 2023 Winter

On the engineering and business implications of AI & ML

Make a submission

Accepting submissions till 15 Nov 2023, 11:59 PM

Bangalore International Centre (BIC), Bengaluru

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The Fifth Elephant Winter Edition videos are available to watch here

Event highlights:




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Why Large Language Models are important in AI

In 2020, OpenAI released a Large Language Model (LLM) called GPT3 which has a billion parameters. With a minimal and intuitive user interface which was released to go with GPT3, it caught the imagination and attention of AI communities and researchers all over the world.
One by one, the domain use cases such as co-pilots for coding, creative AI, and other downstream tasks were shown to be fast-tracked by GenerativeAI models and LLMs. As such, there is a wide-ranging interest in large language models and applications around them for various domains and use cases in the AI space. Experiments which aim to find optimal hyperparameters, and those dealing with underfitting and overfitting models are being carried out regularly; more and more barriers are being broken down every day.

The Fifth Elephant 2023 Winter edition will cover topics on the research, engineering, and business aspects of AI, exploring the practical implementation and economic implications of these systems.

Themes

The winter edition of The Fifth Elephant will showcase talks, discussions and demos across generative and multimodal AI, and other classic AI/ML/DL applications on the below themes.

AI engineering Track

Share approaches and case studies covering the following use cases:

  • Products and platforms using LLMs, GenerativeAI, ML, and Deep Learning techniques, and business formulation around AI engineering.
  • Conversational AI and search, automatic speech recognition, healthcare, e-commerce, fintech, media and OTT, and other verticals.
  • Multilingual needs in India in digital products/platforms - features discussions, models training, finetuning, RLHF, RAGs, quantization techniques, dataset curation and augmentations, challenges faced in pipelines, evaluation metrics, future roadmaps, applications such as multilingual voice bots using ASR/STT, text to speech for accessibility.

Data Science operations track

Share case studies and experiential talks on handling the operations for data science such as scaling challenges and fine-tuning challenges, and lessons learned, and best practices for incorporating ethics, safety, and bias.

Demo track

Show demos on features/products which leverage AI and LLM-based APIs and models. It can be from creative AI, generative AI space, and various verticals with relevant use cases.

The Fifth Elephant membership

The December edition will be held in-person. Attendance is open to The Fifth Elephant members only. Pick a membership to attend the in-person conference, and to support The Fifth Elephant’s community activities.

Who will benefit from participating in The Fifth Elephant community:

  1. AI/ML/Data Science Ops engineers who want to learn about state-of-the-art tools and techniques, especially from domains such as health care, e-commerce, automobile, agri-tech and industrial verticals
  2. Data scientists who want a deeper understanding of model deployment/governance.
  3. Architects who are building ML workflows that scale.
  4. Tech founders and CTOs who are building products and platforms that leverage AI, ML and LLMs
  5. Product managers, who want to learn about the process of building AI/ML products.
  6. Directors, VPs and senior tech leadership who are building AI/ML teams.

Sponsorship

Sponsorship slots are open for:

  1. Infrastructure (GPU, CPU and cloud providers) and developer productivity tool makers who want to evangelise their offering to developers and decision-makers.
  2. Companies who want to do tech branding among AI and ML developers.
  3. 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 The Fifth Elephant, email sales@hasgeek.com.

Contact information

Join The Fifth Elephant Telegram group on https://t.me/fifthel or WhatsApp group. Follow @fifthel on Twitter.
For inquiries, call The Fifth Elephant on +91-7676332020 or leave a comment here.

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

Supported by

Sponsor

Microsoft for Startups Founders Hub is a digital ecosystem removing barriers to building a company with free access to technology, coaching, and support for founders in any stage of development. Let us accelerate your startup journey from idea-to-exit. Find out more here: https://startups.microsoft… more
Chatting with Flipkart: How GenAI Revolutionised Online Shopping

Chatting with Flipkart: How GenAI Revolutionised Online Shopping

Priyanka Nahata - Flipkart

46 minutes10 December 2023
Scaling Recommendations @ Meesho: Lessons from Twitter, Instagram and Pinterest Ranking & Retrieval Strategies

Scaling Recommendations @ Meesho: Lessons from Twitter, Instagram and Pinterest Ranking & Retrieval Strategies

Abhishek Mungoli - Meesho

35 minutes12 December 2023
AI Maturity Continuum: A Three-Step Model to Understand Return On Investment (ROI) in AI

AI Maturity Continuum: A Three-Step Model to Understand Return On Investment (ROI) in AI

Anuj Gupta - Gradient Advisors

42 minutes10 December 2023
Video Highlights Generation

Video Highlights Generation

Shyam Choudhary, Akshat Gupta - Glance

43 minutes12 December 2023
How Differential Privacy Changed The World

How Differential Privacy Changed The World

Rumanu Bhardwaj - ISB

37 minutes10 December 2023
Shiksha Copilot- Empowering teachers to create best learning experiences

Shiksha Copilot- Empowering teachers to create best learning experiences

Tanuja Ganu - Microsoft Labs

47 minutes12 December 2023
Conversational Search in Flipkart

Conversational Search in Flipkart

Sajal Gupta, Shreyas Shetty - Flipkart

46 minutes12 December 2023
Automated Genre Based Music Morphing using AI

Automated Genre Based Music Morphing using AI

Akshat Gupta - Glance

13 minutes10 December 2023
Revolutionizing Radiology Reports: Leveraging AI and LLMs for Improved Quality and Actionability

Revolutionizing Radiology Reports: Leveraging AI and LLMs for Improved Quality and Actionability

Kalyan Sivasailam, Bargava Subramanian - 5C Network

47 minutes12 December 2023
Accelerating Generative AI initiatives with AMD SharkStudio Technology

Accelerating Generative AI initiatives with AMD SharkStudio Technology

Gaurav Shukla, Phaneesh Barwaria - AMD

10 minutes10 December 2023
Building LLM Apps up to 20x Faster using Microservices Architecture

Building LLM Apps up to 20x Faster using Microservices Architecture

Ankur Agarwal - Sugarcane AI

18 minutes10 December 2023
AI Powered Advertising

AI Powered Advertising

Santosh GSK - Grad Commerce AI Services

17 minutes10 December 2023
Automating Knowledge Extraction for Training Content Generation with LLMs @ SquadStack

Automating Knowledge Extraction for Training Content Generation with LLMs @ SquadStack

Sumit Saha - SquadStack

15 minutes10 December 2023
Near Real time Feature Engineering for Machine Learning use cases at Myntra Scale

Near Real time Feature Engineering for Machine Learning use cases at Myntra Scale

Narayana Patipatti, Aditya S - Myntra

32 minutes12 December 2023
Forecasting Architecture, Metrics and Learnings @ Samsung Ads

Forecasting Architecture, Metrics and Learnings @ Samsung Ads

Vikram Vij - Samsung

28 minutes10 December 2023
Economics of AI

Economics of AI

Anuj Gupta

41 minutes12 December 2023
Make a submission

Accepting submissions till 15 Nov 2023, 11:59 PM

Bangalore International Centre (BIC), Bengaluru

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

Supported by

Sponsor

Microsoft for Startups Founders Hub is a digital ecosystem removing barriers to building a company with free access to technology, coaching, and support for founders in any stage of development. Let us accelerate your startup journey from idea-to-exit. Find out more here: https://startups.microsoft… more