Webinar
Webinar on "Digital Twin for large-scale systems"
Webinar on “Digital Twin for large-scale systems”
Date: 2nd December 2025
Time: 04:00 PM – 05:00 PM
Mode: Online
As part of TCA2I, IIT Bombay’s ongoing knowledge-sharing series on cutting-edge AI research, a webinar was organized on “Digital Twin for large-scale systems”.
The session was delivered by Prof. Jayendran Venkateswaran, Professor, Department of Industrial Engineering and Operations Research (IEOR), IIT Bombay, and Key Faculty Associate in TCA2I.
The webinar witnessed active participation from over 98 attendees, including members from academia, government agencies, and industry, highlighting the growing interdisciplinary engagement in AI-driven Digital Health innovations.
Webinar on "Anomaly Segmentation in Brain MRI Scans with Weak Labels – An Approach using Enriched Spatial Attention with Random Embeddings"
Webinar on “Anomaly Segmentation in Brain MRI Scans with Weak Labels – An Approach using Enriched Spatial Attention with Random Embeddings”
Date: 15 October 2025
Time: 11:30 AM – 12:30 PM
Mode: Online
As part of TCA2I, IIT Bombay’s ongoing knowledge-sharing series on cutting-edge AI research, a webinar was organized on “Anomaly Segmentation in Brain MRI Scans with Weak Labels – An Approach using Enriched Spatial Attention with Random Embeddings.”
The session was delivered by Prof. P. Balamurugan, Associate Professor, Department of Industrial Engineering and Operations Research (IEOR), IIT Bombay, and Key Faculty Associate in TCA2I. Prof. Balamurugan presented his research on RASALoRE, a two-stage approach that integrates discriminative dual prompt tuning with location-based random embeddings to improve segmentation accuracy in brain MRI scans, especially under weak supervision conditions.
The webinar witnessed active participation from over 40 attendees, including members from academia, government agencies, and industry, highlighting the growing interdisciplinary engagement in AI-driven Digital Health innovations.
Key Takeaways
- Understanding challenges in anomaly detection with weakly labeled datasets.
- Introduction to the RASALoRE framework and its two-stage methodology.
- Insights into how enriched spatial attention and random embeddings enhance segmentation precision.
- Presentation of results from multiple Brain MRI datasets.
- Discussion on the role of AI in healthcare imaging and digital health transformation
Webinar on Building Large-Scale AI Applications
Webinar on “Building Large-Scale AI Applications”
TCA2I, IIT Bombay, recently hosted an engaging webinar on “Building Large-Scale AI Applications”, which saw the participation of over 40 attendees representing a diverse mix of defence organizations, state police, industry professionals and students.
The session highlighted how large-scale AI solutions move beyond academic theory to real-world implementation. Participants were taken through the complete journey—from concept to deployment—with a focus on the engineering principles essential for scalability, reliability, and maintainability.
Key aspects covered included:
- Architectural decisions shaping AI systems
- Practical trade-offs made during development
- Lessons learned from hands-on implementation
- Actionable insights for building and deploying AI projects at scale
This webinar successfully bridged the gap between AI theory and practice, offering valuable knowledge to stakeholders across academia, defence, and industry.
Webinar on AI in Cybersecurity
TCA2I’s First Webinar on “AI in Cybersecurity”
The TechnoCraft Centre for Applied Artificial Intelligence (TCA2I), IIT Bombay, successfully conducted its first webinar on “AI in Cybersecurity” on 25th August 2025.
The session shed light on the critical role of Artificial Intelligence (AI) in safeguarding digital infrastructure and countering the rising challenges of cyber threats.
Key highlights of the webinar included:
An overview of different types of cyberattacks.
The significance of security operations in protecting digital systems.
How AI technologies can be leveraged to automate threat detection and management.
The session was delivered by Dr. Manjesh Kumar Hanawal, Professor Incharge, TCA2I, IIT Bombay. With his expertise in Communication Networks, Machine Learning, and Cybersecurity, Dr. Hanawal provided deep insights into the intersection of AI and cybersecurity, along with real-world applications.
The webinar saw enthusiastic participation from students, researchers, and professionals, making it a highly engaging and informative session. Participants appreciated the clarity and practical perspectives shared during the talk, which emphasized how AI-driven solutions can revolutionize cybersecurity practices.
This inaugural webinar marks the beginning of a series of knowledge-sharing initiatives by TCA2I, aimed at fostering innovation and awareness in applied artificial intelligence.