Research Projects

Generative Engine for Novel Idea Exploration

A Moodboard-cum-Sketching Application for designers using Generative AI

Revolutionary design tool that combines mood boarding with AI-powered sketching capabilities for enhanced creative workflows.

Meta-Cognitive Ideation using Distributed Agentic AI system

Agentic AI System for Progressive Idea and Concept Generation and Evaluation

Comprehensive AI platform that autonomously generates, refines, and evaluates creative ideas and concepts across multiple domains using advanced language models.

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.

Designer's Idea Management and Evolution capture System

Version Management Application for Recording Sketch Strokes and Designer Thoughts during Concept Sketching and AI

Specialized version control system designed to capture and manage the evolution of design sketches along with designer thoughts and decision-making processes.

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.

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.

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.

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.

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.

Recall and Attention during Visual EnumeratioN in Virtual Reality

Investigating the Interplay of Attention and Memory in Complex Visual Enumeration

Immersive VR system with eye-tracking to study how humans enumerate complex visual scenes, revealing the cognitive limits of attention and memory.

FORMula-driven concept reFORGE Engine - Textual

Text-Conditioned Fine-tuned Diffusion AI Model for Product Concept Rendering

Advanced AI model that generates high-quality product concept renderings from textual descriptions and stylistic phrases using fine-tuned diffusion techniques.

FORMula-driven concept reFORGE Engine - Image

Image-Conditioned Fine-tuned Diffusion AI Model for Product Concept Rendering

Advanced AI model that generates high-quality product concept renderings from reference images using fine-tuned diffusion techniques.

Sustainability Evaluation and Natural System Enhancement Intelligence

Web Application for Evaluating and Enhancing Product Sustainability

Comprehensive sustainability assessment platform that evaluates products across environmental, social, and economic dimensions while providing improvement recommendations.

Fore-Arm MOtor control and Tracking

Open-Source Virtual Reality Application for Target Achievement Control Evaluation of Upper Limb Motor Functions

Comprehensive VR rehabilitation platform designed to assess and improve upper limb motor functions through gamified target achievement exercises and precise movement tracking.

Structured Process for Advancing and Contextualizing User eXperience

Formalizing User Experience (UX) Design using a Conversational AI System

Groundbreaking research platform that formalizes UX Design as a distinct discipline through AI-powered guidelines, distinguishing it from UI design and establishing comprehensive best practices.