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VR BALUPALLIVB
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VR BALUPALLI

@vrbalupalli

Engineering Manager and AI platform leader building compliant, production-grade ML/LLM systems for regulated enterprises.

Zimbabwe
Message

What I'm looking for

I’m looking to lead an AI platform team where I can modernize production ML/LLM systems in regulated environments—building MLOps, governance, and cost-efficient pipelines that improve automation, observability, and compliant delivery.

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

CL
Current

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.

Freddie Mac logoFM

Senior Consultant

Oct 2018 - Aug 2021 (2 years 10 months)

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.

Education

Degrees, certifications, and relevant coursework

VR hasn't added their education

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