VR BALUPALLI
@vrbalupalli
Engineering Manager and AI platform leader building compliant, production-grade ML/LLM systems for regulated enterprises.
What I'm looking for
I’m an Engineering Manager and AI platform leader with 19+ years of experience driving enterprise engineering strategy, platform modernization, and AI transformation in highly regulated financial services. I lead cross-functional, distributed teams (up to 15 engineers) to deliver production-grade AI/ML platforms aligned to business outcomes, risk controls, and regulatory compliance.
I specialize in architecting and scaling cloud-native AI platforms integrating OpenAI, AWS, and Python/Java ecosystems—enabling enterprise adoption of Generative AI, LLM-powered automation, and intelligent decisioning. I translate business strategy into technical roadmaps while optimizing cloud/AI operational costs and implementing AI governance, model risk controls, and responsible AI practices.
In my recent roles, I’ve delivered enterprise ML and LLM platforms supporting thousands of internal users, led ML automation that reduced manual investigation workload by ~40%, and established enterprise-wide MLOps and AI deployment frameworks for repeatable, observable, compliant model delivery. I also contributed to AI platform cost-optimization programs with estimated 10–20% savings, accelerating proof-of-concept capabilities into production with standardized pipelines.
Experience
Work history, roles, and key accomplishments
Engineering Manager (AI)
Citi Bank / LTI
Aug 2021 - Present (4 years 8 months)
Led distributed engineering teams across backend, data, and ML to deliver enterprise AI/ML platforms and technical strategy alignment. Reduced manual investigation workload by ~40%, supported AI adoption for thousands of internal users, and contributed to estimated 10–20% AI platform cost reductions via standardized MLOps frameworks.
Designed and delivered Java and AWS cloud-based microservices for enterprise loan processing and financial workflows. Implemented REST APIs and persistence layers and built CI/CD pipelines to improve release automation and deployment consistency, collaborating with BI/data teams for analytics dashboard integrations.
Led design and development of pricing microservices integrating real-time market data feeds for enterprise pricing systems. Delivered Spring Boot REST services and containerized deployments across distributed environments to support scalable pricing workflows.
Developed enterprise financial processing applications supporting loan origination and servicing workflows. Built scalable service integrations that improved processing efficiency and system reliability.
Education
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VR hasn't added their education
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