AI RAG Engineer

Position

AI RAG Engineer / AI Automation Developer (Full time / Contract)

About Us

OneInfini is an AI-powered School ERP platform serving educational institutions with modules including Student Information, Attendance, Fees, Timetable, Assignments, Examinations, Lesson Planning, Communication, and Administration. We are building the next generation of AI-enabled ERP solutions to automate school operations and assist teachers and administrators.

Job Summary

We are seeking an experienced AI Engineer to design, develop, and deploy Retrieval-Augmented Generation (RAG) systems integrated with our Laravel-based ERP. The ideal candidate should have hands-on experience building enterprise AI applications, integrating LLMs, vector databases, and workflow automation.

Key Responsibilities

AI & RAG Development

- Design and implement enterprise-grade RAG architecture.
- Build secure document ingestion pipelines.
- Process PDFs, DOCX, PPT, Excel, and other educational documents.
- Create chunking, indexing, embedding, and retrieval pipelines.
- Optimize retrieval accuracy using metadata filtering and hybrid search.
- Develop citation-based AI responses.
- Reduce hallucinations through prompt engineering and grounding.

AI Features

Develop AI capabilities including

- AI Lesson Plan Generator
- Question Paper Generator
- Worksheet Generator
- Rubric Generator
- Circular & Notice Drafting
- Parent Communication Assistant
- Teacher Assistance
- Academic Report Writing
- School Policy Search
- Knowledge Base Search
- SOP Assistant
- Administrative AI Assistant

ERP Integration

- Integrate AI into Laravel ERP.
- Build secure APIs between ERP and AI services.
- Implement role-based AI access.
- Multi-school data isolation.
- Audit logging.
- Usage analytics.
- Token usage monitoring.
- AI response history.

Automation

Design workflow automation including

- Automated lesson plan creation.
- Assignment generation.




- Question bank generation.
- Student performance summaries.
- Report generation.
- Intelligent notifications.
- AI-assisted data entry.
- AI-powered search across ERP.
- Email/SMS/content generation.
- Workflow approvals.

AI Infrastructure

- Deploy vector databases (Qdrant, Pinecone, Weaviate, ChromaDB, or similar).
- Build embedding pipelines.
- Configure document indexing.
- Cache frequently requested responses.
- Optimize inference cost.
- Deploy scalable AI services.

Security

- Secure student and school data.
- Implement tenant isolation.
- Encryption of sensitive information.
- API security.
- Access control.
- GDPR/privacy-aware architecture where applicable.

Technical Skills Required

Must Have

- Python
- FastAPI or Flask
- Laravel API integration
- REST APIs
- LangChain or LlamaIndex
- OpenAI / Claude / Gemini APIs
- Vector Databases
- RAG architecture
- Prompt Engineering
- Embeddings
- OCR pipelines
- Docker
- Git
- Linux

Good to Have

- MCP (Model Context Protocol)
- AI Agents
- CrewAI
- LangGraph
- AutoGen
- Redis
- PostgreSQL
- Elasticsearch
- Kubernetes
- AWS / Azure / GCP
- CI/CD pipelines

Preferred Experience

- 3+ years in AI/ML development.
- Experience building production RAG systems.
- Enterprise AI application development.
- Experience with educational technology is a plus.
- Knowledge of LLM evaluation and optimization.
- Experience integrating AI into ERP or SaaS platforms.

Deliverables

- Production-ready RAG system.
- Document ingestion pipeline.
- AI API services.
- Laravel integration.
- Admin dashboard.
- Usage monitoring.
- Source citation support.
- Automated workflows.
- Deployment documentation.
- Technical documentation.

Success Metrics

- High retrieval accuracy.
- Fast response times.
- Low hallucination rate.
- Scalable architecture.
- Secure multi-tenant implementation.
- Optimized AI token usage.
- Reliable production deployment.

Pay: ₹9,600.00 - ₹63,000.00 per month

Work Location: In person

📌 Artificial Intelligence Engineer (Mumbai)
🏢 OneInfini
📍 Mumbai