Rohit’s interests lie in data-driven lines of inquiry into the subjective experiential qualities of urban environments. His recent work has focused on the creation of design assistance and evaluation tools that help designers and planners to systematically engage with such complex qualities of the public realm. He also takes a keen interest in the medieval Islamic Architecture in North India.
Interview with the MIT Public Interest Technologist
As researchers, we must take the first step of always remaining critical of the degree to which our data represents the ‘public’ and being aware of the conscious or unconscious decisions that have gone into generating the datasets our work
The Many Faces of the Metropolis
The Many Faces of the Metropolis: Unsupervised Clustering Of Urban Environments In Mumbai Based On Visual Features As Captured In City-wide Street-view Imagery The larger visual identity of a city is often a blend of smaller and distinct visual character
The Tourist’s Image of the City
The Tourist’s Image of the City: A comparative analysis of the visual features and textual themes of interest across three global metropolises Tourist attractions play a major role in shaping ‘mental images’ of cities. The growing availability of urban big-data
It’s a jungle out there! A mathematical guide to a comfortable metro ride
Note: An updated version of this work has been published by the Cognitive Science Society, and can be accessed here. It’s a jungle out there. But at the end of the day, its just a game of numbers. So here’s
‘Feeling Spaces’: Machine Learning for Predictive Emotion Analysis
‘Subjectivity’ and the Designer’s Intuition The emotional or ‘affective’ qualities of space have long been referred to as ‘intangible’ and ‘subjective’ aspects that cannot easily be empirically analyzed. Designers thus rely heavily on their own intuitive processes when dealing with
CAADRIA 2020: Machine Learning for Affective Analysis
For the past couple of months, I’ve been engaged in development of a machine learning driven design assistance framework for the affective analysis of spatial enclosures. The framework relies on data pertaining to emotional response patterns in spatial enclosures which
Heritage Walk: Sultangarhi and Early Islamic Tomb Architetcure in India
The tomb of Nasiruddin Mahmud, eldest son of Iltutmish, is arguably the first monumental islamic tomb to have been constructed on Indian soil. Tucked away from public view, barely a hundred meters off the Mehrauli Mahipalpur Road, this monument is
Research: The Logic at Work behind the Magic of Space
In May 2019, I presented a body of research titled “An Empirical Inquiry into the Affective Qualities of Virtual Spatial Enclosures in Head Mounted Display driven VR Systems: The Logic at Work Behind the Magic of Space” at the 7th eCAADe Regional
Research published at eCAADe + SIGraDi 2019
My research paper titled: An Empirical Inquiry into the Perceptual Qualities of Spatial Enclosures in Head Mounted Display Driven VR Systems was published at the joint conference of eCAADe (Education and Research in Computer Aided Architectural Design in europe) and
‘Do You Like It?’: Machine Learning and Aesthetic Judgement
Do You Like It? Can machines be made to silently ‘learn’ our aesthetic preferences? Can we empirically decode our intuitive likes and dislikes? Can the game of numbers intrude upon the world of art? Can creativity, in turn, be mechanized?
