for the government sector team. Development and implementation of solutions based on LLM and AI agents into business processes.
Tasks:
- Manage projects end-to-end: from task analysis and architecture to prototype, model integration, and putting the solution into production
- Development of an AI agent and RAG pipeline for searching and generating answers from internal documents
- Testing the quality of LLM responses, configuring prompts and interaction chains with the model, error analysis
- Integration of LLM into the existing business process: a chatbot for automating typical requests
Requirements:
- Studying in a Russian university from the 2nd to 6th year of Bachelor's/Specialist programs or 1st-2nd year of Master's programs (full-time)
- Any work experience relevant to the internship direction
- Tech stack: Python, Pandas, SQL, LLM
- RAG: embeddings, retrieval, reranking, chunking, vector search
- LangChain, LangGraph
- Docker
- Git and team development
- API, JSON, HTTP
- Ability to test and evaluate the quality of AI solutions
Conditions:
- Paid internship
- Internship duration: 3 months
- Work schedule: at least 20 hours per week
- Office format
- Comfortable modern office on Kutuzovsky Prospekt
Skills:
- Python
- Pandas
- SQL
- LLM
- RAG
- embeddings
- retrieval
- reranking
- chunking
- vector search
- LangChain
- LangGraph
- Docker
- Git
- API
- JSON
- HTTP
