Bharath Kumar Maturi
Data Engineer II at AWS FinTech | Building Scalable Data Platforms & Agentic AI Solutions | MS in Data Science
- Role
- Data Engineer Ii at Amazon Web Services (AWS)
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Bharath Kumar Maturi
Results-driven Data Engineer with 5+ years of industry experience specializing in the architecture of scalable data platforms and the deployment of cutting-edge Generative AI & Agentic systems. Currently at Amazon Web Services (AWS), I bridge the gap between robust data engineering and advanced AI, delivering solutions that drive massive operational efficiency.Core Expertise:• Generative AI & LLMs: Architecting Agentic AI workflows, RAG (Retrieval-Augmented Generation) reasoning engines, and Knowledge Bases using AWS Bedrock.• Agentic Frameworks: Experienced in engineering Agentic workflows, MCP (Model Context Protocol) servers and custom tooling to enable LLMs to interact seamlessly with internal enterprise services.• Data Architecture: Expert in building end-to-end pipelines using Apache Airflow (MWAA), AWS Glue, Apache Spark, and S3 as Data Lake, Redshift Data Warehouse• Infrastructure as Code: Proficient in deploying multi-stack cloud resources using AWS CDK (TypeScript) and managing full CI/CD lifecycles.Pioneered a multi-agent AI system for financial processes, reducing manual effort from 20 hours to 1 hour monthly (95% efficiency gain). Designed data refresh mechanisms and optimized Spark/Glue jobs, resulting in $30k/month in infrastructure savings. Orchestrated the migration and upgrade of core data platforms, reducing operational failures and DPU consumption by 20%.I am passionate about the intersection of Big Data and Generative AI —specifically how autonomous agents can revolutionize data observability, daily operations and tasks
Experience
Data Engineer Ii
Jul 2024 — Present
Led multiple projects in improving finance reporting including design, development, coordinating across multiple upstream systems for requirements gathering, data contracts, business logics, UAT testing, and production deployments• Architected and implemented an innovative multi-agent AI system for finance process leveraging LLMs, AWS Bedrock knowledge base, Strands and Agent core, achieving 95% automation efficiency by reducing manual processing time from 20 hours to 1 hour monthly• Engineered and deployed MCP (Model Context Protocol) servers in AWS Cloud with custom tooling for internal service integration• Developed a Slack-based interactive bot with streaming capabilities using AWS Lambda, SQS, and API Gateway for NLP command execution• Created standard operating procedures (SOPs) for on-call processes, upstream delays, and cloudwatch, dashboard alerts, enhancing on-call productivity• Led hackathon participation to bring innovation ideas to prototyping, manage team in fast pace environments utilizing cutting edge AI tech and data engineering techniques
Education
Indiana University Bloomington
Master of Science - MS, Data Science
2021 — 2022
Chaitanya Bharathi Institute Of Technology
Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering
2014 — 2018
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