Graph Algorithms and Analytics
We created individual ‘patient graphs’ for patients of a major hospital network in the US. Patients’ data in the hospitals spans health, clinical, genetic, payer, procedure, device, lab test data, etc. Data for this hospital network consisted of data for more than 1 million patients and multiple terabytes. We encoded the data into RDF and populated a W3C compliant triple store. From the triple store, we generated a graph and algorithmically tagged individual patient subgraphs. Patient graphs were to be used to deliver personalized care by downstream applications, ML Pipelines, etc. The solution was an AI Pipeline that included 1) Encoding the terabytes of data into RDF using medical taxonomies and vocabularies 2). Graph generation leveraging the structural relationships in the data 3). Running distributed graph algorithms (modified pregel) 4). Identifying and tagging the patient graphs 5). Updating patient graphs in Hospital Knowledge Graph. The AI Pipeline was implemented using TextDistil (structured data), Apache Spark, GraphX, HDFS and RDF Triple Store.
Application Details
Visibile App: Redefining Brand Visibility with AI
Visibile App is an intelligent SaaS platform that empowers businesses to amplify their online presence, automate branding efforts, and drive audience engagement. Leveraging cutting-edge AI, Visibile App transforms brand marketing into a faster, smarter, and more results-driven experience — designed for startups, growing brands, and enterprises alike.
AI-Powered Content Generation
Crafting captivating content consistently can be challenging. Visibile App’s AI engine creates high-quality posts, captions, and ad copies tailored to your brand voice. By analyzing industry trends and audience preferences, it delivers impactful content ideas and materials instantly, saving you time and effort.
Intelligent Audience Targeting
Understanding and reaching your ideal audience is crucial for growth. Visibile App uses AI to analyze behavioral data and segment audiences smartly. It then recommends strategies and platforms for maximum reach, helping brands connect with the right people at the right time.
Brand Consistency Enforcement
Maintaining a consistent brand voice across platforms can be complex. Visibile App automatically reviews your content for tone, style, and visuals, ensuring every message aligns with your brand identity. It minimizes inconsistency and strengthens brand trust across all channels.
Real-Time Performance Insights
Visibile App tracks the performance of every campaign in real-time, using AI-driven analytics to highlight what’s working and what needs adjustment. Get actionable insights instantly and fine-tune your strategies without waiting for traditional reports.
Visual Content Optimization
From social media posts to website banners, Visibile App enhances your visuals using AI. It automatically suggests design improvements, optimizes image quality, and aligns visual elements with trending aesthetics — helping brands stand out in a crowded digital space.