Nookesh Pyla

About Nookesh Pyla

As an Azure AI/ML Cloud Solutions Architect, I specialize in transforming innovative ideas into scalable, robust solutions for startups. With a passion for leveraging the power of AI and machine learning, I help emerging businesses harness the full potential of cloud technology to drive growth and innovation.

Experience

1. Digital Cloud Solution Architect - Ai Ml

   Sonata Software

   Jun 2023 — Present · IN

   Worked closely with 100+ startups as part of Microsoft for Startups program, understanding their unique use-cases and challenges. Delivered effective Gen AI solutions tailored to their needs, helping them to productionize and scale their applications.• Integrated both closed-source (OpenAI, Azure OpenAI) and open-source (Llama, Phi, Mistral) LLMs into existing applications to enhance capabilities such as summarization, complex reasoning, and translation.• Customized LLMs to fit specific use-cases, ensuring optimal performance and relevance.• Designed and implemented Retrieval-Augmented Generation (RAG) solutions by integrating LLMs with Azure AI Search and Azure Cosmos DB as vector databases.• Developed knowledge search bots to assist support engineers in quickly finding solutions from historical cases, significantly reducing resolution times.• Integrated LLMs into chatbots to provide superior customer experiences and automate manual workflows.• Utilized agentic frameworks like Autogen and prompt flows in Azure to streamline chatbot development.• Managed and optimized data retrieval processes to ensure efficient and accurate responses from the LLMs.• Developed cost-efficient solutions leveraging OpenAI LLMs, balancing performance with budget constraints.• Ensured solutions were scalable to handle varying loads without compromising on performance.• Designed and developed load balancing solutions for Gen AI applications to handle large volumes of requests without hitting rate limits.• Set up distributed training environments on Azure Machine Learning Studio for custom ML models.• Created engaging and comprehensive training curriculums to upskill other teams on Gen AI technologies.• Conducted workshops and training sessions to share knowledge and best practices on Gen AI.