Generative AI Developer - Data Modeling

Responsibilities :

- AI Chat System Development : Enhance and optimize AI-driven chat infrastructure with a focus on high performance and relevance.

- Context Management : Design strategies for historical context selection and injection into prompts to improve the quality and relevance of AI responses.

- Core Component Implementation : Build chat history storage and retrieval systems using SQL and vector databases (e.g., FAISS, Pinecone, etc.).

- Session Management : Develop and manage robust chat session handling including session lifecycle, continuity, and scalability.

- Performance Optimization : Identify and implement improvements to reduce latency and increase overall system efficiency.

Skills and experience required :

- Expert in AI chat systems to help enhance and optimize our existing chat infrastructure

- Competent in implementing core components such as chat history storage and retrieval using SQL and vector databases

- Experience in improving session management, context injection, and system performance.

- Designing and managing robust chat session handling, including lifecycle management and session continuity.

- Enhancing strategies for selecting and injecting relevant historical context into AI model prompts to improve response quality.

- Optimizing system performance to reduce latency and improve the efficiency of chat interactions and related computations.

- Ability to coach others

- Expertise in Python & GenAI