
AI Application Developer
3 days ago
We are seeking an experienced AI developer skilled in applying Large Language Models (LLMs) and building AI-driven applications.
The ideal candidate will have a strong foundation in ML/LLM principles, be adaptable, and able to work effectively in an agile environment.
Key Responsibilities:- Design, develop, test, and maintain the core logic for AI agents within FastAPI services.
- Integrate with external LLM provider APIs. Design, implement, and rigorously test effective prompts for diverse retail-specific tasks.
- Implement and optimize Retrieval-Augmented Generation (RAG) patterns using vector databases to provide relevant context to LLM API calls made by agents.
- Build and maintain the scalable FastAPI microservices that host AI Agent logic and handle interactions with LLMs and other platform components in a containerized environment.
- Prepare and preprocess data required for effective prompt context, RAG retrieval, and potentially for future fine-tuning tasks.
- 4–6 years of hands-on experience in software development with a strong focus on AI/ML application development.
- Demonstrable experience integrating and utilizing external LLM APIs in applications.
- Proven experience with Prompt Engineering techniques.
- Strong Python programming skills.
- Practical experience building and deploying RESTful APIs using FastAPI.
- Experience with frameworks like LangChain or LlamaIndex.
- Experience optimizing API call performance or model inference.
Effective communication, collaboration, and problem-solving skills are essential for success in this role.
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