accessibility

A privacy-first visual assistant for blind and low-vision users. Images remain private while SerpApi retrieves web facts and nearby places using text-only queries.

Helps callers complete official forms by phone, using SerpApi to discover government sources and nearby assistance providers.

Explains difficult letters with source-linked evidence and searches official government and NHS domains for contact information.

Adds public health-information searches through SerpApi to an ASL fingerspelling communication prototype.

Investigates venue accessibility using SerpApi search and review evidence, preserving conflicting and missing information.

Finds nearby hospitals and emergency resources through a SerpApi backend for an Android assistance app.

Finds music and familiar-place imagery through SerpApi for personalized memory activities.

Compares search results and suggestions across Indian languages to explore gaps in available information.

Answers voice-led local questions using web results retrieved through SerpApi.

Turns spoken requests into SerpApi searches for travel, shopping, local places and other current information.

Retrieves public legal and support information through SerpApi within a discreet assistance application.

An assistive glasses companion with voice tools and a SerpApi Google Search integration for spoken questions about places, events, and everyday facts.

A bilingual message-review prototype that retrieves web references and place listings through SerpApi to help users examine suspicious messages.

A gesture and voice interface prototype for medical image viewing and instrument logs, with SerpApi tools for web and local service searches.