Projects
Pioneering research in AI, VR/HCI, design tools, and human-computer interaction through innovative systems and applications
01PhD · IISc Bangalore
Research projects conducted during my PhD candidature
Doctoral research · IISc
Explore my complete PhD journey through an interactive research novel. Discover the GEMINI Ecosystem (Generation, Evaluation, Management, INspiration in Ideation) featuring 9 research works: GENIE, MAGICS, MIDAS, DIMES, AEGIS, TRACES, EUPHORIA, RETINA, and FENSO.
CompletedAI/Design
Generative Engine for Novel Idea Exploration
Idea Generation Tool for Function Design with DesignerAI LLM
A structured conversational AI (DesignerAI) that guides designers through generating ideas for a product's functions — Best Paper at PLMSS 2023, published in AI EDAM.
Desktop Software2023 - 2025
AI/Innovation
Meta-Cognitive Ideation using Distributed Agentic AI system
Agentic AI for Progressive Ideation with Global & Local Novelty Check
Comprehensive AI platform that autonomously generates, refines, and evaluates creative ideas and concepts across multiple domains using advanced language models.
Web Platform2025 - 2026
AI/Analytics
Mapping and Assessment of Generated Ideas in Conceptual Spaces
Idea Evaluation Application using Vector Embeddings and Clustering Techniques
Advanced idea evaluation system that uses vector embeddings and machine learning clustering to assess, categorize, and rank creative concepts and innovations.
Web Application2024 - 2025
AI/Design
Designer's Idea Management and Evolution capture System
A Custom Git as a Version Management System for Concept Design
Specialized version control system designed to capture and manage the evolution of design sketches along with designer thoughts and decision-making processes.
Web Application2022 - 2025
Design Tools
Graphical Iteration Tracking with Artificial Intelligence
Exclusive Version Control System for Managing Product Concept Sketch Evolution
Specialized version control system designed for tracking and managing the iterative evolution of product concept sketches and design documentation.
Desktop Application & Web Interface2025 - Present
AI/Design
AI-Enhanced Gathering and Interpretation of Strokes
Capture the Art of Industrial Design
A sophisticated platform for recording and classifying design strokes. Build datasets that power the next generation of AI-driven design tools.
Web Application2025 - Present
CompletedDesign Research Tools
Temporal Recording and Analysis of Creative Expression in Sketching
Desktop Video Annotation Tool for Temporal Sketch Analysis
A desktop tool for annotating sketching videos frame by frame — capturing when, where and how a designer's strokes evolve.
Desktop Application (Windows)2026
CompletedVR/HCI
Empathic User Preferences in a Holodeck using Real-time Implicit Attention
VR-based Application for Automated Selection of Form Elements using Eye-tracking and Implicit Attention Mechanism
Revolutionary VR interface that uses eye-tracking technology and implicit attention mechanisms to enable hands-free form element selection and manipulation.
VR Headsets with Eye-tracking2025
AI/HCI
Responsive Embodiment Through Implicit visioN-based Agentic AI
Agentic AI-based Form Generation based on Extracted Feature Maps from EUPHORIA
Advanced AI system that generates user interface forms using feature maps and attention data extracted from the EUPHORIA eye-tracking system.
Web Application & API2025 - Present
AI/Design
Form Emergence Through Neural System Orchestration
Progressive Form Generation for Product Concept Sketches and Renderings
AI-powered platform for progressive generation of product concept sketches and photorealistic renderings through orchestrated neural systems.
Web Application2025 - Present
Collaborate
.png)
.png)