
Senior Backend Developer
3 days ago
We are seeking an innovative AI/ML Engineer with a strong background in Python and backend development to build and deploy advanced AI solutions.
You will be responsible for developing scalable APIs, implementing LLM-driven workflows, and building Retrieval-Augmented Generation (RAG) pipelines.
- Develop and maintain scalable backend APIs and services in Python using FastAPI.
- Design and implement LLM-driven solutions, including prompt engineering and intelligent AI agent workflows.
- Build and deploy Retrieval-Augmented Generation (RAG) pipelines using vector databases such as Weaviate and Neo4j.
- Leverage LangChain and LangGraph for orchestrating LLM interactions and knowledge graph tasks.
- Integrate and manage data storage with Firebase Firestore or similar NoSQL databases on Google Cloud Platform (GCP).
- Process, clean, and analyze text data using NLP techniques to feed into AI pipelines.
- Collaborate with cross-functional teams to translate requirements into robust AI features.
- Create dashboards and developer tools using JavaScript/TypeScript for monitoring and analytics of AI systems.
- A strong focus on Python and backend development is required.
- Proficiency with FastAPI or similar Python web frameworks is essential.
- Hands-on experience with LLMs (Large Language Models) and Generative AI, including prompt engineering is necessary.
- Solid experience with LangChain and LangGraph (or equivalent frameworks) is required.
- A proven track record in building RAG systems and deploying AI agents in production is desired.
- Proficient in using vector databases like Weaviate is necessary.
- Strong NLP and text data processing skills are required.
- Experience with GCP services and Firebase Firestore is beneficial.
- Basic proficiency in c/TypeScript is preferred.
- Excellent problem-solving, communication, and teamwork skills are essential.
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