Submissions
The Fifth Elephant - Pune Edition

The Fifth Elephant - Pune Edition

AI at the heart of industry & innovation

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Mayur Madnani

Mayur Madnani

Fine-Tuning SLM models with LoRA: Building Specialized On-Device Story Generators

Fine-Tuning SLMs with LoRA: Building Specialized On-Device Story Generators more
  • 0 comments
  • Submitted
  • 10 Nov 2025
Type of submission: Hands-on workshop (1.5 hrs to 3 hrs)

Mudit

Neha Dixit Author

Transforming ecommerce item catalogue stewardship using GenAI and vision computing

GenAI and Vision Computing models offer a way to simplify and automate ecommerce item catalogue stewardship tasks. They are capable of everything between from predicting and enriching attributes for better guest experience and findability to creating automated infographics that tell the story of the item in one picture. This powers the e-commerce platform by increasing data fidelity and providing… more
  • 1 comment
  • Submitted
  • 10 Nov 2025
Indicate the track in which your submission fits: Track 2: AI in Manufacturing & Digital Transformation Type of submission: 30 mins talk
Karthika Vijayan

Karthika Vijayan

Smart Agents, Smarter Schedules: Agentic AI for Complex Optimization

Extended Abstract:- Constrained optimization lies at the heart of many complex systems, where multiple limited resources must be allocated efficiently to achieve specific goals, while satisfying strict operational constraints. These problems generally sit at the core of logistics optimisation, smart scheduling, etc. They are often high-dimensional, dynamic, and involve tightly coupled dependencie… more
  • 7 comments
  • Submitted
  • 21 Sep 2025
Indicate the track in which your submission fits: Track 2: AI in Manufacturing & Digital Transformation Type of submission: 30 mins talk
Kiran Kulkarni

Kiran Kulkarni

Utkarsh Dighe Co-Author

Workshop: Build & Optimise AI Agents That Survive Production

Description It’s easy to ship a magical agent demo. It’s much harder to ship an agent that works for real users: noisy inputs, partial context, flaky tools, ambiguous goals, and “tiny prompt changes” that break everything. more
  • 0 comments
  • Submitted
  • 05 Jan 2026
Indicate the track in which your submission fits: Track 1 AI in Software Development Life Cycle (SDLC) Type of submission: Hands-on workshop (1.5 hrs to 3 hrs)
Atharva Raykar

Atharva Raykar

Building the systems that build the software

Other possible talk titles: What Do Engineers Do When the Machine Writes the Code? more
  • 2 comments
  • Submitted
  • 09 Dec 2025
Indicate the track in which your submission fits: Track 1 AI in Software Development Life Cycle (SDLC) Type of submission: 30 mins talk

Prasanna Bhogale

Interrogating your twin: causal reasoning in manufacturing systems

Describe your session in 2 paragraphs Digital twins, predictive maintenance models, and AI-driven quality control all promise to tell manufacturers what to do. But there’s a critical gap - most ML models only reveal correlations, not causation. When your predictive maintenance system flags high vibration as a failure predictor, does reducing vibration actually prevent failures, or is vibration me… more
  • 0 comments
  • Submitted
  • 10 Jan 2026
Indicate the track in which your submission fits: Track 2: AI in Manufacturing & Digital Transformation Type of submission: 30 mins talk
Himanshu Agrawal

Himanshu Agrawal

Agentic Intelligence Fabric for Smart Buildings

Session Overview Smart buildings today generate massive volumes of energy, occupancy, environmental, and asset data—but organizations still struggle to turn these signals into reliable, automated decisions. Traditional analytics or rules-based workflows cannot keep up with the complexity, leading to inconsistent operations, missed insights, and systems that are difficult to scale or trust in miss… more
  • 2 comments
  • Confirmed
  • 04 Dec 2025
Indicate the track in which your submission fits: Track 2: AI in Manufacturing & Digital Transformation Type of submission: 30 mins talk
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