Observe
Begin with behaviour or a phenomenon worth explaining.
Chapter IIResearch
Research
Understanding intelligence from both sides.
I’m interested in how humans think and behave—and how intelligent systems can better understand and support people.
02 / 04Chapter II
Research interestsII.1
Research interests
Connected fields, not a fixed boundary.
Artificial IntelligenceCognitive ScienceBehavioural ScienceNeuroAIHuman–Computer InteractionHuman–AI InteractionComputational PsychologyLearningAttentionDecision-making
Learning & foundationsII.2
Learning & foundations
M.Tech in Generative AI & Data Science · IIT Jammu
The programme strengthens the foundations behind the questions: machine learning, generative AI, data science, mathematics, experimentation and research methodology. It supports the work; it does not define the whole identity.
A working methodII.3
A working method
Model
Make the assumptions clear enough to question.
Test
Design the smallest experiment that could prove the idea wrong.
Translate
Connect what is learned back to people and useful systems.
Questions I’m exploringII.4
Questions I’m exploring
Specific enough to investigate. Open enough to share.
RQ 01Human–AI interaction
Understanding beyond prompts
How can AI understand humans beyond explicit prompts?
context · behaviour · interactionRQ 02NeuroAI
Lessons from human intelligence
What can cognitive science and neuroscience teach us about artificial intelligence?
cognition · neuroscience · computationRQ 03Adaptive systems
Software that meets different minds
How can software adapt to differences in attention, motivation and learning?
learning · attention · personalisationRQ 04Human-centred AI
Beyond capability
What makes an AI system genuinely human-centred?
agency · usefulness · responsible designRQ 05Behavioural design
From evidence to product decisions
How can behavioural science inform intelligent product design?
behaviour · experimentation · product designAs the work developsII.5
As the work develops
A research record designed to grow carefully.
This page can expand into research notes, literature reviews, experiments, dissertation work, datasets, collaborations and publications when those contributions actually exist.