AI-First Backend Platform for Edock
AI-First Backend Platform for Edock
AI-First Backend Platform for Edock
Intelligent backend infrastructure for next-gen EdTech applications
Intelligent backend infrastructure for next-gen EdTech applications
Intelligent backend infrastructure for next-gen EdTech applications
Edock is an EdTech startup reimagining how educational content is created, managed, and delivered at scale. They needed more than just a quiz generator, they needed an AI-native infrastructure that could serve as the backbone for intelligent content workflows, personalized assessments, and automated academic tooling. I designed and built a modular AI system from the ground up — one that leverages fine-tuned models, retrieval-augmented generation, and autonomous agents to deliver real-time, context-aware educational intelligence.
Edock is an EdTech startup reimagining how educational content is created, managed, and delivered at scale. They needed more than just a quiz generator, they needed an AI-native infrastructure that could serve as the backbone for intelligent content workflows, personalized assessments, and automated academic tooling. I designed and built a modular AI system from the ground up — one that leverages fine-tuned models, retrieval-augmented generation, and autonomous agents to deliver real-time, context-aware educational intelligence.
Edock is an EdTech startup reimagining how educational content is created, managed, and delivered at scale. They needed more than just a quiz generator, they needed an AI-native infrastructure that could serve as the backbone for intelligent content workflows, personalized assessments, and automated academic tooling. I designed and built a modular AI system from the ground up — one that leverages fine-tuned models, retrieval-augmented generation, and autonomous agents to deliver real-time, context-aware educational intelligence.
Client
Edock
Services
Fine-Tuned Language Model Retrieval-Augmented Generation (RAG) | Agentic Quiz Generation Workflow Backend Dev
Industries
Education
Date
February 2025
Each agent was modular, stateless, and independently callable. RAG pipelines allowed alignment with real lecture context, and fine-tuned checkpoints made sure the tone and language remained age-appropriate and curriculum-aligned. The entire system was built to be extension-ready for future use cases like doubt resolution bots, adaptive tutoring, and voice-based assistants. Edock now has a production-grade AI engine that does the job of an academic content team in seconds. From auto-generating entire assessment sets to dynamically explaining answers, the system transforms teacher workflows while enriching student engagement. It’s already laying the foundation for Edock’s next move, AI tutors, personalized learning paths, and automated grading pipelines.
Each agent was modular, stateless, and independently callable. RAG pipelines allowed alignment with real lecture context, and fine-tuned checkpoints made sure the tone and language remained age-appropriate and curriculum-aligned. The entire system was built to be extension-ready for future use cases like doubt resolution bots, adaptive tutoring, and voice-based assistants. Edock now has a production-grade AI engine that does the job of an academic content team in seconds. From auto-generating entire assessment sets to dynamically explaining answers, the system transforms teacher workflows while enriching student engagement. It’s already laying the foundation for Edock’s next move, AI tutors, personalized learning paths, and automated grading pipelines.
Each agent was modular, stateless, and independently callable. RAG pipelines allowed alignment with real lecture context, and fine-tuned checkpoints made sure the tone and language remained age-appropriate and curriculum-aligned. The entire system was built to be extension-ready for future use cases like doubt resolution bots, adaptive tutoring, and voice-based assistants. Edock now has a production-grade AI engine that does the job of an academic content team in seconds. From auto-generating entire assessment sets to dynamically explaining answers, the system transforms teacher workflows while enriching student engagement. It’s already laying the foundation for Edock’s next move, AI tutors, personalized learning paths, and automated grading pipelines.
This project pushed the boundary of what AI can do for education. It wasn’t just about building a feature , it was about architecting the future of learning delivery. From agents to APIs, from content to cognition, this was full-stack intelligence, purpose-built for EdTech.
This project pushed the boundary of what AI can do for education. It wasn’t just about building a feature , it was about architecting the future of learning delivery. From agents to APIs, from content to cognition, this was full-stack intelligence, purpose-built for EdTech.
This project pushed the boundary of what AI can do for education. It wasn’t just about building a feature , it was about architecting the future of learning delivery. From agents to APIs, from content to cognition, this was full-stack intelligence, purpose-built for EdTech.