Vamshi Kadumuri
GenAIOps | MLOps @DBS Bank | NITK Surathkal | MITACS Scholar
- Role
- Senior Associate at 星展银行
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Vamshi Kadumuri
Senior Associate at DBS Bank, Hyderabad
Experience
Senior Associate
Jun 2022 — Present · Hyderabad, IN
My expertise lies in MLOps and GenAIOps, where I enable data scientists to accelerate experimentation and productionization of ML and GenAI solutions-Experience bringing open-source Hugging Face LLMs into the bank safely and reliably using in-house tools including MLflow Registry, Jenkins pipelines, and JFrog Artifact Repository- Experience in red teaming LLMs (both private GCP-hosted and open-source) using NVIDIA\'s Garak Library. Built a self-service portal for GenAI use cases to red team GenAI-powered solutions and evaluate results- Experience operationalizing Ray Serve applications for GenAI business solutions by building, deploying, and serving on ArgoCD/Ray clusters over Kubernetes- Experience working with an in-house ML job containerized batch deployment tool that builds, deploys, and executes user jobs using Spark on ArgoCD/ArgoWorkflows over Kubernetes clusters- Experience enabling memory capabilities to Agentic applications/usecases using reputed libraries like mem0 by integrating with internal GCP hosted LLMs and VectorDB solutions
Education
National Institute of Technology Karnataka
Civil Engineering
2012 — 2016
Skills
- Autocad
- C++
- .net Framework
- C#
- Python
- Bootstrap
- Microsoft Excel
- Matlab
- Angular2
- Sap2000
- C
- Typescript
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