20 Aug
|
Allegis Group
|
Bengaluru
20 Aug
Allegis Group
Bengaluru
Role & Responsibilities
- Develop and maintain Python-based applications integrated with LLMs such as OpenAI, HuggingFace, Anthropic, and Ollama.
- Build end-to-end RAG pipelines, including document ingestion, chunking, embeddings, retrieval, and vector search.
- Develop GenAI application interfaces using React, Streamlit, Gradio, Vue, or similar UI frameworks.
- Build and integrate REST APIs using FastAPI or Flask to connect AI backends with front-end applications.
- Implement prompt engineering, LLM orchestration, and techniques to improve response quality and retrieval accuracy.
- Work with vector databases such as FAISS, Pinecone, Qdrant, Chroma, or Weaviate.
- Integrate AI capabilities into intuitive and responsive user experiences such as chatbots, AI assistants, dashboards, and document-based applications.
- Implement authentication, session management, and application state management for interactive AI solutions.
- Write clean, modular, testable, and well-documented Python code using engineering best practices.
- Use Git, Docker,
and CI/CD practices for application development and deployment.
- Debug and optimize both LLM/backend performance and UI responsiveness.
- Collaborate with product and UX teams to convert designs and requirements into functional AI-powered applications.
Preferred candidate profile
- 3+ years of professional Python development experience with strong hands-on application development.
- Practical experience building LLM/GenAI applications, not just theoretical or POC-level exposure.
- Strong hands-on experience with RAG, embeddings, vector search, and LLM integration.
- Experience with frameworks such as LangChain, LangGraph, LlamaIndex, or similar.
- Hands-on experience with at least one UI technology such as React, Streamlit, Gradio, Vue, or similar.
- Strong backend/API experience with FastAPI or Flask and REST API development.
- Experience with vector databases such as FAISS, Pinecone, Qdrant, Chroma, or Weaviate.
- Valuable understa
📌 Artificial Intelligence Developer (Bengaluru)
🏢 Allegis Group
📍 Bengaluru