containerization , MLops, FastAPI, Python, LangChain, AWS Bedrock, LLMs, AI Agents, AI Observability, cloud-native deployments, CI CD, Azure AI Foundry, Semantic Kernel, AutoGen, LLM Evaluation, LangGraph, Vector Databases, RAG, MCP, OpenAI, Prompt Engineering

structured programming , Github, Numpy, Pandas, AWS, multithreading, Python, LLMs, AWS AI ML services, CI CD, API integrations, LangChain, Agentic AI, Llama Index, Generative AI

API integration., Python, LLM APIs, Transformers, embeddings, RAG

S3, Distributed Systems, Orchestration, CDK, Microservices, Lambda, Docker, Terraform, Postgres, Python, AWS, Api Gateway, RDS, Apis, Kms, Cloudwatch, ECS, Iam, Kubernetes, Secrets Manager, OpenSearch, Embeddings, Tool calling, Vector databases, EKS, RAG agents, Amazon Bedrock

Deep Learning, Tensorflow, Numpy, Machine Learning, Pandas, AWS, Pytorch, Azure, Nlp, Generative AI, LLMs, Agents, Graph Analytics, Scikit-Learn, RAG