AI Engineer – LLaMA 3 Agent Integration
3 days ago
e are looking for a skilled and hands-on AI Engineer to design, develop, and deploy an in-house AI assistant powered by LLaMA 3 and integrated with our MS SQL-based ERP system (4QT ERP). This role includes responsibility for setting up LLM infrastructure, voice input (Whisper), natural language to SQL translation, and delivering accurate, context-aware responses to ERP-related queries.
Key Responsibilities:
- Setup and deploy LLaMA 3 (8B/FP16) models using llama-cpp-python or Hugging Face
- Integrate the AI model with FastAPI to create secure REST endpoints
- Connect with MS SQL database and design query logic for ERP modules (Sales, Payments, Units, etc.)
- Implement prompt engineering or fine-tuning (LoRA) to improve SQL generation accuracy
- Build a user-facing interface (React or basic web UI) for interacting via text or voice
- Integrate Whisper (OpenAI) or any STT system to support voice commands
- Ensure model responses are secure, efficient, and auditable (only SELECT queries allowed)
- Supervise or perform supervised fine-tuning with custom ERP datasets
- Optimize for performance (GPU usage) and accuracy (prompt/RAG tuning)
Must-Have Skills:
- Strong experience with LLM deployment (LLaMA 3, Mistral, GPT-type models)
- Solid Python development experience using FastAPI or Flask
- SQL knowledge (esp. MS SQL Server) – must know how to write and validate queries
- Experience with llama-cpp-python, Hugging Face Transformers, and LoRA fine-tuning
- Familiarity with LangChain or similar LLM frameworks
- Understanding of Whisper (STT) or equivalent Speech-to-Text tools
- Experience working with GPU inference (NVIDIA 4070/5090 etc.)
Job Type: Fresher
Pay: ₹10, ₹20,000.00 per month
Work Location: In person
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