REF83316M_2025193292 - Assistant Manager - 3 to 5 years' experience in Python + Agentic AI

· Develop agentic AI workflows using LangChain/LangGraph with custom tools, memory, decision logic, and MCP integrations.· Implement LLM applications with advanced prompt engineering (structured outputs, function calling, context management) and build RAG pipelines with vector databases.· Build and deploy event-driven AI services on AWS using Bedrock, SageMaker, Lambda, EventBridge, Step Functions, API Gateway, DynamoDB, and S3.· Write clean, testable Python code; create unit/integration tests; and package solutions with CI/CD pipelines (GitHub Actions).· Monitor and optimize AI application performance through logging, metrics, token usage, and cost management.· Integrate AI services with APIs, backend systems, and databases to ensure secure and reliable data flow.· Contribute to document AI and predictive analytics models for information extraction, classification, and forecasting.· Fine-tune Hugging Face Transformer models (BERT, RoBERTa, LayoutLM, DistilBERT) and train neural networks (PyTorch/TensorFlow) for supervised tasks.· Implement data preprocessing and annotation workflows for training and evaluation.· Work with OCR and text-processing tools (AWS Textract, Tesseract) for semi-