Research / Publications / Exploration

Stay curious.
Keep building.

From assistive technology to language and product review analytics, research has shaped how I formulate problems, analyze evidence, and connect technology to human needs.

01 / Graduate research

Understanding products through customer feedback.

During graduate study in Big Data Analytics at San Diego State University, I worked on research concerning Amazon product reviews, advised by Professor David Goldberg at SDSU's AI Research Lab.

The original research description explored how product-review patterns could identify potentially dysfunctional products, surface insights, and help inform customer purchasing decisions. These were research questions, not claims of a production platform.

Related interests included discourse analytics, topic modeling, semantic analysis, and natural language processing.

02 / Earlier publications

Assistive technology with a practical purpose.

My undergraduate research at the University of Pune included a camera-based assistive system designed to read text and product labels for people with visual impairments.

Publication / 2016

Camera-Based Assistive Text and Product Label Reading for Blind Person

International Journal of Innovative Research and Creative Technology (IJIRCT).

View archived citation ↗
Publication / 2015

Camera-Based Assistive Text and Product Label Reading for Blind Person

International Engineering Research Journal (IERJ).

ResearchGate profile ↗
03 / Ongoing exploration

Where cloud, product, and AI meet.

I'm exploring questions about scalable architectures, intelligent workflows, retrieval-based applications, and the responsible use of AI in enterprise products. Future projects will document actual design choices and implementation evidence separately from learning interests.