Ritesh Kumar Singh

Background

About Ritesh Kumar Singh

I'm a Data & AI leader with 20+ years of experience building enterprise-grade, cloud-native, and AI-augmented data platforms across AWS, Azure, and GCP ecosystems. My core expertise spans Data Engineering, Advanced Analytics, Machine Learning, and Generative AI (LLMs, Agentic AI)—enabling global enterprises to unlock real-time insights, intelligent automation, and measurable business value. I’ve led high-performing teams across India and globally, driving platform modernization, Lakehouse adoption, and GenAI-powered transformations. At Material+(A Blackstone Company) & previously at McKinsey & Company, I’ve architected scalable solutions using Databricks, Snowflake, Kafka, PySpark, Airflow, and enabled business-centric data delivery via Data Catalogs (Alation, Collibra) and Customer Data Platforms (Segment, Treasure Data),Braze. Key focus areas include: • Building multi-cloud Lakehouse architectures with Databricks, Snowflake, Fabric,AWS Glue,Azure ADF,Python, PySpark • Enabling GenAI & Agentic AI use cases using LLMs, LangChain, Vector DB • Offerings & IP: Created reusable templates, frameworks, and accelerators across GenAI, LLMOps, DataOps • Define and Develop innovative and effective GTM strategies partnering with Sales & Marketing team and also with Hyperscalers and Product Organisations/Vendors • Leading data product strategy, metadata-driven governance, and observability • Aligning data roadmaps with business KPIs, compliance (GDPR, HIPAA), and ROI I’m passionate about driving data democratization, leading high-impact teams, and delivering business-first data transformation. If you're exploring data modernization, GenAI, or scaling AI capabilities—I’d be happy to collaborate or exchange ideas.