GenAI Communication App
Impact10 NLP modules built
Daily Assessments1000+
Time Saved80%
AI Providers4
Overview
Built a comprehensive verbal skills assessment platform for an EdTech startup. The application evaluates students' communication abilities across multiple dimensions using various AI models and provides detailed feedback for improvement.
The Challenge
The EdTech company needed an automated way to assess and provide feedback on students' verbal communication skills at scale.
The Solution
Developed 10 specialized NLP modules leveraging multiple AI providers (Google, IBM, OpenAI, Meta) for different assessment criteria. Implemented CI/CD pipelines on GitHub Actions and deployed production server on Azure Kubernetes Service.
Key Results
Automated assessment of 1000+ students daily
Reduced manual review time by 80%
Deployed on AKS for production scalability
Tech Stack
Google Cloud APIsIBM WatsonOpenAI APIMeta APIsFastAPIAzure Kubernetes ServiceGitHub Actions