Primary Responsibilities (GenAI Agent Development)
- Agent & Bot Development
- Design and develop intelligent agents using LangChain, LlamaIndex, and similar frameworks
- Implement Chain-of-Thought (CoT) reasoning patterns and advanced prompting techniques
- Build conversational bots and virtual assistants using our GenAI platform
- Create multi-agent systems with tool calling and function execution capabilities
- Develop RAG (Retrieval-Augmented Generation) pipelines for knowledge-based agents
- Implement agent orchestration and workflow automation systems
- Optimize agent performance, reasoning capabilities, and response quality
- GenAI Backend Development
- Contribute to our GenAI platform backend architecture and APIs
- Develop and maintain LLM integration services (OpenAI, Anthropic, open-source models)
- Implement vector databases and semantic search capabilities
- Build prompt management systems and template engines
- Create monitoring and evaluation frameworks for agent performance
- Develop fine-tuning and model adaptation pipelines
- Implement cost optimization and rate limiting for LLM API usage