Visalakshmi

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• Deep expertise in Generative AI, LLM Engineering, MLOps, and Natural Language Processing (NLP) with over 11 years of experience.
• Extensive hands-on experience in building and deploying Retrieval-Augmented Generation (RAG) pipelines, including hybrid semantic search and vector databases.
• Proficiency in LLM fine-tuning techniques (LoRA/PEFT), prompt engineering, and LLM validation for accuracy, completeness, and bias.
• Strong command of major cloud platforms (AWS SageMaker, GCP Vertex AI) for MLOps, model monitoring, and secure deployments.
• Demonstrated ability to develop and deploy agentic AI systems, LLM-powered microservices (Flask, Docker), and end-to-end ML pipelines.
• Solid foundation in Python, PyTorch, TensorFlow, Keras, and key NLP/ML frameworks like LangChain, Hugging Face Transformers, Scikit-learn.