Radha Popuri
- Role
- Staff 2 Engineer at Vmware
- Location
- Mountain View, CA, US
- LinkedIn followers
- 500 followers
About Radha Popuri
Backend application architect and lead with application architecture, design, development…
Experience
Staff 2 Engineer
Feb 2019 — Present
Architecture for Scale/Data Architecture evolution and Security Policy recommendations in NSX Intelligence. Mentored/mentoring junior engineers and set unit testing standards/culture for reliable shipment of releases.\\\\nFounding engineer on NSX Intelligence Security Analytics and Micro-segmentation recommendations product.\\\\nDelivered first five versions of the product - micro-segmentation configuration drift and compliance checking.\\\\nCustomer Discovery: Came up with innovative ideas like \"group reuse threshold\" for tunable group reuse during rule recommendations.\\\\nRequirements negotiation, work breakdown, prioritization, API design, service code, spark job pipeline code, some performance tracking and analysis and basic machine learning model lifecycle management.\\\\n\\\\nBasic understanding of Deep Learning concepts, SGD, CNN - convolutions, RNN, Encoders/Decoders, Seq2Seq, Backbone networks/Attention and Transformers and basic PyTorch usage.\\\\nDecent understanding of LLM frameworks like langchain, llamaindex and the React Chain of Thought Agent model.\\\\n\\\\nTechnologies-\\\\nSpark SQL,Structured Streaming, Lake house architecture, Delta Lake, MLFlow, Graph parallel processing systems like Graph Frames, Druid, Spring, Postgres, Spark Redis, Data Lake indexing.\\\\nI understand internals as well as uses cases and design of above systems.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n
Skills
- Ajax
- Eclipse
- Software Engineering
- Java Enterprise Edition
- Rest
- Ruby
- Hibernate
- Architectures
- Databases
- Web Applications
- Scalability
- Linux
- Representational State Transfer (Rest)
- Soa
- Spring
- Software Development
- Xml
- Java
- Spring Framework
- Tomcat
- Web Services
- Cloud Computing
- Distributed Systems
- Soap
- Ejb
- Javascript
- Hadoop
- Maven
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