secure sdlc , Java, Apis, Scala, Microservices, Distributed Systems, Python, model governance, data engineering ecosystems, Generative AI LLM frameworks, compliance guardrails, AI ML platforms, AI ML tooling

bedrock , embeddings, AgentCore, semantic search optimization, Retrieval-Augmented Generation, SageMaker, vector stores, fine-tuning Large and Small Language Models, LoRA, Instruction Tuning, AWS ecosystems, QLoRA, RLHF

data engineering , relevance , Data Management, intelligent search, AWS, Iam, Databricks, Azure, Answer Correctness, cloud-agnostic solutions, Agentic AI solutions, intelligent document processing, Completeness, RAG AI assistants, Recall, AI-enabled automation, human-in-the-loop, Faithfulness, PRECISION, rbac, Responsible AI guardrails, PII data protection, evaluation metrics, AI LLMOps

bedrock , Machine Learning, AWS, GenAI, embeddings, AgentCore, semantic search optimization, Agentic technologies, Retrieval-Augmented Generation, SageMaker, vector stores, fine-tuning Large and Small Language Models, LoRA, Instruction Tuning, QLoRA, RLHF

Distributed AI on K8s, AI ML Infrastructure, MLOps Mastery, Pre-sales Acumen, Modern AI Workloads, Storage Networking for AI