Job Description
LLM Engineer - Utility Industry AI Solution POC
What you'll be working on
- Develop a proof of concept (POC) for an AI-powered document generation solution
- Create a Retrieval-Augmented Generation (RAG) system tailored to the utility industry
- Design a simple web application with React/Flask to demonstrate the AI solution
- Implement a document transformation model trained on legal utility documents
Responsibilities
- Design and fine-tune a large language model for specific document generation
- Develop a backend system that can process and analyze uploaded input documents
- Create a frontend interface for document upload and AI-generated output, as well as other non-functional placeholder UI components to offer a glimpse into total functionality of the full solution (post-POC)
- Implement RAG techniques to improve model accuracy and contextual understanding
- Perform iterative testing and refinement of the AI model
- Document the development process and technical specifications
- Prepare a comprehensive presentation of the POC
Requirements
- Advanced degree in Computer Science, Machine Learning, or related field
- Proven experience with Large Language Models (LLMs)
- Strong programming skills in Python and JavaScript
- Experience with RAG techniques and model fine-tuning
- Familiarity with machine learning frameworks (TensorFlow, PyTorch)
- Understanding of web development technologies (React, Flask)
- Excellent problem-solving and communication skills
- Knowledge of legal and utility industry document structures preferred