# Sangeeta Thumbargudi

> Senior Software Engineer

Location: Santa Clara, California, United States
Profile: https://flows.cv/sangeetathumbargudi

Summary Senior Software & MLOps Engineer | Expert in Scalable Distributed Systems & Agentic AI Orchestration.

With over 15 years of experience architecting high-availability platforms for enterprise leaders (Cisco,Ciena Sleep Number), I provide the engineering backbone required for modern AI initiatives. I specialize in moving AI from "experimental" to "enterprise-grade."

Core Expertise: 🚀 MLOps: End-to-end pipelines, automated retraining loops, and drift detection (Airflow, MLflow, Evidently). 🤖 Agentic AI: Multi-agent orchestration using Gemini, LangChain, and RAG (Vector DBs). ☁️ Backend & Cloud: Java/Spring, Python, AWS (ECS/Lambda/Step Functions), Docker, and Kubernetes. 📊 Big Data: Real-time streaming and processing with Kafka, Spark, and Cassandra.

## Work Experience
### Senior Software Engineer @ Sleep Number LABS
Jan 2019 – Jan 2021 | United States

### Senior Software Engineer @ Ciena
Jan 2014 – Jan 2019 | San Francisco Bay Area
Responsible for design and development of highly scalable and distributed NMS projects such as,  Ethernet service Manager , Integrated service Manager and Most of the world . These projects include Inventory Management, Node Management, Fault Management,  and
Service provisioning for Ciena's Carrier Ethernet products. 
Key features worked on NMS projects,
•	Premium service migration template 
•	RMON Performance monitoring
•	Collector and Bearer Circuit Grooming
•	Support Port Profiles 
•	SingleToDouble5 service template 
•	LSP Ping and Traceroute
•	Pseudo wire Ping
•	REST framework support for ISM 


Technologies used : Java/J2EE,Python,REST,Spark,MySQL,JSON

### Senior Software Engineer @ Cisco
Jan 2011 – Jan 2014 | San Francisco Bay Area
Worked on Video Surveillance Operation Manager NMS project, which is a highly scalable distributed system  provides a comprehensive, policy-based system for physical security and video surveillance to increase worker productivity across thousands of cameras.
Key features worked,
•	Clip Management 
•	Custom Data management
•	Event Notification Management 
•	Email Notification

Technologies used: Java/J2EE, Spring framework, Hibernate, Mysql, ActiveMq, REST Framework

### Software Developer @ Thinkbyte Consulting Inc. ( E-Verified )
Jan 2004 – Jan 2008
Worked on following projects,
•  Trade Alert Utility	
•   Data Reporting Utility

### Junior Engineer @ Indian Institute of Remote Sensing (IIRS), Indian Space Research Organization (ISRO)
Jan 2002 – Jan 2003
Worked on Equipment Status  Record  which is an web application manages the all the equipments in the database


## Contact & Social
- LinkedIn: https://linkedin.com/in/sangeeta-thumbargudi

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Source: https://flows.cv/sangeetathumbargudi
JSON Resume: https://flows.cv/sangeetathumbargudi/resume.json
Last updated: 2026-04-18