NANDHUSHREE REDDY M / RESEARCH
Questions before
answers.
Research interests in applied AI, machine learning, trustworthy systems and the 3D ULPIN team blueprint at NCET.
3D ULPIN: representing more than a surface
I am listed on the NCET undergraduate team for the 3D ULPIN research blueprint. The proposal explores a volumetric extension to India’s land parcel identification framework, connecting property identity with three-dimensional space.
It is a research blueprint, with questions around representation, interoperability and practical land administration. The team’s published account provides the context and scope.
Read the team blueprint ↗My AI & ML research interests
Applied machine learning
How can model evaluation distinguish a useful prediction from a convincing demonstration?
Retrieval and generative AI
How can an AI answer remain grounded in the material used to generate it?
Trustworthy systems
How can privacy, security and clear communication become part of the design from the beginning?
These are current learning and research interests. I’m an aspiring AI engineer and ML research enthusiast, developing my understanding through study and collaboration.