Experience
- 8+ years of experience in Software Engineering.
- 5+ years of experience in AI/ML and Generative AI.
- Hands-on experience with LLM integration, RAG architectures, and designing/deploying AWS infrastructure for an EPS Hybrid Search Platform.
Key Responsibilities
- Design and deploy AWS infrastructure for the EPS Hybrid Search Platform.
- Configure and manage:
- Amazon ECS Fargate / EKS
- Application Load Balancer (ALB)
- Route 53 and ACM SSL Certificates
- AWS WAF and Security Groups
- Design and implement Conversational AI architecture.
- Integrate:
- Voyage AI Embeddings
- LLM APIs
- Semantic Search APIs
- Vector Search
- Build Retrieval-Augmented Generation (RAG) pipelines.
- Implement conversation memory and context management.
- Develop prompt orchestration frameworks.
- Create APIs for conversational services.
- Optimize search relevance and response quality.
- Configure AI monitoring and model observability.
- Implement AI security, guardrails, and access controls.
- Work closely with business teams to enhance the overall search experience.