Vru Kumar

About Vru Kumar

As an, I implement end-to-end AI and machine learning solutions at…

Experience

1. Ai Engineer

   Luminity Digital, Inc

   Jun 2025 — Present · Charlotte, NC, US

   Business outcomes focused AI Professional; Building AI-ready data pipelines across cloud platforms using Databricks, Delta Lake, and Spark orchestration frameworks.⁣ responsible for driving the research, development, and delivery of semi-autonomous AI agent systems that address complex business challenges.⁣ :⁣I design production-grade systems spanning the complete ML lifecycle—from ACID-compliant lakehouse architectures with Unity Catalog governance to automated model deployment and monitoring. My expertise bridges data engineering, machine learning operations, and cloud infrastructure, implementing real-time ingestion pipelines, Medallion Architecture, and robust CI/CD workflows using Airflow, dbt, and Terraform.⁣⁣ :⁣ • & : End-to-end pipeline orchestration with automated retraining, deployment monitoring via Arize and Monte Carlo⁣ • : Production systems using LangChain, LangGraph, CrewAI, and vector databases (Pinecone, Weaviate, Neo4j) with advanced agent protocols⁣ • : Delivered solutions across Financial Services, Healthcare, and Manufacturing—including AML compliance systems leveraging graph analytics and behavioral anomaly detection⁣ • : Built intelligent multi-agent research systems reducing analysis time from hours to minutes⁣⁣I accelerate time-to-value for AI initiatives through trusted data infrastructure, optimizing cloud costs and performance while ensuring enterprise-grade security, compliance, and scalability. My approach combines advanced ML engineering with business process optimization to maximize ROI on data investments.+ & spanning Databricks, AWS, and FinOps. Global project experience across US and Asia markets.