The Fifth Elephant 2023 Monsoon Edition event recap is now up here . The event was attended by 192 participants, of which one-fourth were women. The Fifth Elephant videos are available to watch here
Event highlights:
Editors
The 2023 Monsoon edition is curated by:
- Nischal HP, Vice President of Data Engineering and Data Science at Scoutbee. Nischal curated the MLOps conference which was held online between 23 and 27 July 2021.
- Sumod Mohan, Founder and CEO at AutoInfer. Sumod curated Anthill Inside 2019 edition, held in Bangalore on 23 November.
Tracks and themes
- AI and Research - covers research, findings, and solutions for challenges on building models in various areas such as fraud detection, forecasting, and analytics. This track delves into the latest methodologies for handling challenges such as large-scale data processing, distributed computing, and optimizing model performance.
- Industrial applications of ML - covers implementation of AI in the industry, with more focus on the AI models, the issues in training, gathering data so, and so forth. ML is being used at scale in industries such as automotive, mechanical, manufacturing, agriculture, and such domains. This track focuses on the challenges in this space, as we see innovation coming out of these industries in the pursuit of using ML on a second-to-second basis.
- AI and Product - covers strategies for building AI products to scale and mitigating challenges. This track provides insights on incorporating AI tools and forecasting techniques to improve model training, developing a working model architecture, and using data in the business context.
There are three phases in the lifecycle of an application - research, application and aftermath of the application.
- Assess capabilities, determining the new frontiers for AI.
- Find a use for the application.
- Learn how to run it, monitor it and update it with time.
The three tracks at the 2023 Monsoon edition of The Fifth Elephant will cover this lifecycle.
Members-only conference
The Fifth Elephant 2023 Monsoon edition will be held in-person. Attendance is open to The Fifth Elephant members only. Pick a membership to attend the in-person conference. If you have questions about participation, post a comment here.
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.
Contact information
Join the @fifthel Telegram group or follow @fifthel on Twitter. For any inquiries, call Hasgeek at +91 7676 33 2020.
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
India’s Top Advanced Cloud GPU Provider. H100, A100, L4, A40,& A30 Sign up here: https://bit.ly/vc_desk more
SK
Saurabh Karn
@saurabhkarn
Jugalbandi.ai: Powering breakthrough Conversation AI for every Indian
Submitted Jun 19, 2023
Introduction
The gap in access to Justice in India is a huge opportunity for AI. Initial field trials from Jugalbandi with farmers, domestic workers and waste pickers presents several lessons in AI product design for all Indians. In this talk we will gain a deeper understanding of the opportunities in addressing access to justice, the design choices in building Jugalbandi and what kind of technical challenges come in building these products.
Part 1 (15 min)
Landscape of AI for Justice Opportunities. We start by getting a perspective on the field of Justice and how the text of Law is a subset of the field of Justice administrations.
This image is not victory as perceived by most people, but migrants who are saying to the judge over Online Dispute Resolution (ODR) session that we are okay with 2 lakh rupees.
The current state of access to justice is very low where only 1 in 10 people with a legal need reaches the formal system. One common theme across access to justice is being able to find legal information or legal services at a low cost in vernacular. We end this section by getting a sense of where conversational AI could be useful for the access to justice.
Part 2 (20 min)
We talk about the building blocks of Jugalbandi - a reasoning engine, voice and translation models and keeping the AI truthful. We show how the system is connected to WhatsApp and what kind of privacy related challenges we face and what are some of the measures we are taking.
Part 3 (15 min)
We end the talk by sharing challenges in scaling these systems, the opportunities to create autonomous agents to help citizens.
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
Supported by
India’s Top Advanced Cloud GPU Provider. H100, A100, L4, A40,& A30 Sign up here: https://bit.ly/vc_desk more
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