10 Aug
|
Virtual Labs
|
India
10 Aug
Virtual Labs
India
Role: AI Solutions Engineer with Pharma Domain
Location: India (Remote )
Must have Pharma Domain exp ( No Healthcare and Lifesciences)
Key Responsibilities
Infrastructure and Cloud Engineering
• Cloud Architecture: Design, implement, and manage scalable and secure infrastructure on cloud platforms (AWS/Azure) for production AI applications
• Containerization and Orchestration: Develop and maintain containerized environments (Docker) for model and application deployment
• CI/CD Pipelines: Build and optimize continuous integration and delivery pipelines for automated testing, builds, and deployments
Software Engineering and Productionization
• Full Stack Development: Build robust APIs (FastAPI, Flask) and user interfaces for AI applications, ensuring end-to-end integration
• Quality and Testing: Implement comprehensive testing strategies (unit, integration, E2E) and code reviews to ensure code quality
• Version Control and Code Management: Establish Git flow practices, branching strategies, and release management
• Technical Documentation:
Create and maintain architecture documentation, runbooks, deployment guides, and operational procedures
Monitoring, Observability, and Performance
• Observability: Implement logging, tracing, and metrics solutions (Prometheus, Grafana, ELK Stack, CloudWatch, Application Insights)
• Performance and Optimization: Monitor and optimize latency, throughput, resource utilization, and operational costs
• Alerting and Incident Response: Configure proactive alerting systems and establish incident response procedures
AI Applications and RAG
• Conversational Agents: Implement LLM agents with function calling, state management, guardrails, and safety mechanisms
• RAG Pipelines: Build indexing, chunking, embeddings, reranking, and hybrid retrieval pipelines for high-precision answers
• Document AI: Process and parse complex PDFs using OCR, multimodal LLM image understanding, table extraction, and layout-aware parsing
• Prompt Engineering: Desi
📌 AI Solution Engineer (India)
🏢 Virtual Labs
📍 India