Hire Pavankalyan D. - RAG Engineer

About pavankalyan

Innovative and results-driven AI Engineer with almost 6 years of experience delivering cutting-edge AI/ML solutions across aviation, insurance, and enterprise automation domains. Proven expertise in designing and deploying LLM-powered applications, RAG pipelines, and NLP-driven microservices using models like GPT-4, BERT, and MiniLM. Adept at building end-to-end AI systems—from data ingestion and preprocessing to model fine-tuning, semantic search, and real-time inference—leveraging frameworks such as HuggingFace Transformers, LangChain, and PyTorch. Skilled in integrating context-aware AI agents and scalable vector search architectures to solve complex, data-rich challenges. Strong background in cloud-native AI engineering on AWS, including Lambda, SageMaker, EKS, and containerized deployments with Docker and Kubernetes. Experienced in orchestrating GenAI workflows, automating ML lifecycles, and aligning solutions with business objectives and KPIs. Recognized for driving enterprise AI adoption by collaborating cross-functionally with data science, engineering, and product teams, and for championing responsible, scalable, and production-grade implementations of generative AI technologies.

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