Vamshi Singireddy
Sr. Lead Engineer AIML/ Sr. Manager @ JPMorganChase
About
Engineering Lead with extensive experience in building scalable, secure, and production-ready AI/ML platforms. I specialize in helping machine learning models, LLMs, and GenAI solutions deploy at scale through MLOps, AIOps, and LLMOps — enabling smooth end-to-end model lifecycles from training to inference. Currently, I am focused on building enterprise-grade GenAI infrastructure, where I designed and led the development of a multi-tenant GenAI Gateway with integrated guardrails, tracing, and policy enforcement. This platform empowers enterprises to adopt Generative AI securely and at scale, while ensuring governance and compliance. I am passionate about driving innovation in AI platform engineering and excited to continue growing in the fields of AIOps, LLMOps, and MLOps. Outside of work, I enjoy mentoring others and staying ahead of the latest AI trends. I hold a Master’s in Computer Science from Western Kentucky University.
United States
Ashburn
Financial Services
Agentic AI, Large Language Model Operations (LLMOps), AIOps, Generative AI, Apache Spark, AWS SageMaker, Seldon, Machine Learning, Kuber, Helm Charts, Terraform, Jenkins, Docker, Agile Methodologies, Amazon Web Services (AWS), SOAP, Maven, Ansible, Python (Programming Language), Technical Leadership
Experience

Sr. Lead Engineer AIML/ Sr. Manager
McLean, Virginia, United States
Focused on building scalable and secure GenAI infrastructure for enterprise use. Designed and led the development of a multi-tenant GenAI Gateway with integrated guardrails, tracing, and policy enforcement. Demonstrated success in platform migration, cross-cloud integration, and delivering governed AI services in highly regulated environments such as JPMC. • Built and launched an enterprise GenAI Gateway that enables secure, governed, and scalable access to multiple LLM providers (e.g., OpenAI, Bedrock), reducing model integration time from weeks to hours across internal teams. • Designed and implemented tenant-aware multi-tenancy support, enabling both Bring Your Own Account (BYOA) and Managed Account modes, with each tenant receiving isolated execution paths, custom rate limits, and security policies. • Collaborated cross-functionally with Cloud Enablement, Security, and LOB stakeholders to define platform usage patterns, governance models, and onboarding workflows for production-grade GenAI applications. • Established observability dashboards and alerting using Grafana and Datadog for real-time monitoring of prompt traffic, token usage, latency trends, and tenant health.

Engineering Lead ( MLOps, AIOps )/ Manager - Machine Learning Platform
Led the technology strategy at Capital One to enhance ML/AI capabilities and modernize the infrastructure stack. • Optimized Batch Serving platforms using Kubeflow and implemented Argo Workflows for model deployment. • Introduced an event-driven approach to trigger models and reduce cloud computing costs.

Lead Software Engineer(MLOps)/ Manager - Machine Learning Platform
Developed and managed a robust operating platform for the Machine Learning Platform at Capital One, enabling seamless deployment and execution of business-critical processes. • Collaborated with cross-functional teams to ensure the platform's scalability and efficiency. • Implemented innovative solutions to optimize batch job execution and enhance overall performance. • Successfully supported a broad user community in deploying and updating various analytic processes.

Sr Software Engineer
Philadelphia, PA
Elsevier is a world-leading provider of information solutions that enhance the performance of science, health, and technology professionals, empowering them to make better decisions, deliver better care, and sometimes make groundbreaking discoveries that advance the boundaries of knowledge and human progress. . Extracting, massaging and ingesting content based on UI requirements for easy navigation to consumers to use our products and to be able to find answers for their research/studies. . Upgrade environments in cloud (AWS), perform Development and Operations (DevOps) task of moving servers, data pipelines, ESB's to different amazon accounts. . Moved restful services to Micro-services using lambda and API Gateway (Serverless). Created multi-region replication from US-East (N.Virginia) to US-West (Oregon) of different AWS services. . As a Tech Lead to multiple products which involves creating, grooming stories and communicating with product owners and developers to make sure content is completed and available for consumers in time. . Integrating security plugins like check-mark and scanning static code to look for security vulnerabilities.

Project Associate 5
The West Virginia Department of Health and Human Resources (DHHR) provides a wide range of necessary and life-saving services like Birth certificate, Medicaid coverage or temporary assistance. Worked on federal services to verify Medicare and Medicaid requirements for Obamacare, designed verification services to make request to FDH through ESB. Created verification utility for account transfer to when all the application in a case are ineligible for Medicare. Designed and created test harness to give training for state workers on Medicaid verifications and requirements. Worked on encryption and decryption of FDH services.

Sr.Software Engineer
Cigniti Inc
Worked on intellectual proprietary CPerf Analyzer (A toolset that helps collate and analyze performance monitoring data and provides customized reports). Client services involved working for Hertz Rent a Car on pilot program for REST web services with Enunciate.

Software Engineer (Client: American Family Insurance)
Frontier Technologies LLC and Maxim Software Solutions
American Family Insurance is a private mutual company that focuses on property, casualty, auto insurance, and offers commercial insurance, life, health, and homeowners coverage as well as investment and retirement-planning products. Worked on account merging which would replace our policy administration, underwriting and billing systems for personal/ commercial lines with Guidewire’s policy and billing center solutions to provide efficient processes, faster product speed to market and better service to our customers. Performed Integration with Customer Data Hub with the services to current account.

Java Developer (Client: Association of courts)
Frontier Technologies LLC and Maxim Software Solutions
CCMS dealt with different case types criminal, traffic, civil, probate, small claims, and mental health case management, family law and juvenile case categories. This also include statewide reporting, court interpreter, court reporter scheduling, and integration with justice partner applications. Worked on transfer case module which includes transferring of case from one court to another court in California based on case type and case status, also involves making request to transfer all related physical documents and proofs to the transferred court.

Java Developer (Intern)
KYSAT
Bowling Green, KY
KentuckySpace is a non-profit enterprise involving a consortium of universities and private organizations pursuing space-related education, R&D, small satellite design and launch operations, this project aims to design small cube satellite which has 1 kg payload, and it will redirect signals in certain frequency.
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