As Practice Director and Principal Executive, my role oversaw enablement, sales, and implementation. Leveraged technologies including Data Analytics (streaming, vector databases, data warehouses, and processing), Artificial Intelligence, Machine Learning, and Deep Learning to drive tangible Customer business outcomes. My leadership spanned global, strategic, and enterprise customer segments. My contributions were in the following areas: 1/Strategic Program leadership 2/Global Team management 3/Go-to-market and practice building and 4/Technical architectural leadership driving multi-million dollar business growth. I have experience with building practices, developing & executing growth strategies. To improve operating efficiencies my teams have developed accelerators (products & solutions). During my 8 years at AWS, I have founded, led and launched multiple practices. In current role, I lead the Data & AI practice. I have experience building practices in areas of AI, ML, IoT, and designed go-to-market strategies. Skills: Cloud Architecture, Well-Architected framework, Cloud Adoption Framework, Modern Data Strategy, Data Governance, Data Mesh, Data Lake, Data ingestion, storage, retrieval, search patterns, IoT fleet management, Remote/Edge deployment of Machine learning models, Machine learning frameworks, Deep learning frameworks, AI Vision services, AI natural language processing, Transformer architectures, training, runtime, A/B deployment models, hallucination & RAG architectures, model lineage, model & service cards, Vector Databases, Semantic search, Text embeddings, Labeling & annotation workflows, ML Model registry, Prompt engineeringI'm always looking to grow my personal and professional network. Feel free to connect via LinkedIn or contact me directly at Madhuri.peri@icloud.com