Kavya Aitagoni
I'm Kavya Aitagoni, a backend software engineer based in New York, NY. I design scalable backend systems, AI-powered services, and distributed microservices using Java, Spring Boot, and Python.
About
I’m Kavya Aitagoni, a backend software engineer based in New York, NY. I design scalable backend systems, AI-powered services, and distributed microservices using Java, Spring Boot, and Python. I specialize in building high-performance APIs, integrating machine learning pipelines, and deploying cloud-native applications on AWS with Docker and CI/CD, always focusing on reliability and maintainability in agile environments.
In my current role, I’ve built AI-enabled backend services that process logs and telemetry at scale, cut debugging time with AI-driven analysis, and delivered real-time predictions with sub-200 ms latency for downstream consumers. I enjoy collaborating with cross-functional teams to turn data into actionable insights and continuously optimize system performance.
- 2 years' experience
- Joined March 2026
Industry experience
- Software & Internet
- Education
- Professional Services
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Work experience
Designed and developed AI-enabled backend services using Java, Spring Boot, and FastAPI; integrated ML pipelines and LLM-based processing to handle 10K+ system log events daily for automated error detection and monitoring; built intelligent log/code analysis pipelines with Python, LangChain, and Pinecone vector databases to generate automated root-cause summaries using LLM APIs, reducing manual debugging time by ~35%.
Built and maintained 25+ RESTful APIs using Java and Spring Boot supporting core banking workflows; implemented streaming for large transaction datasets, exporting JSON/CSV on-the-fly and reducing API latency; optimized backend performance with concurrency patterns, Redis caching, SQL pagination, and indexing; designed Kafka-based microservice communication with 8 engineers; implemented JWT-based RBAC across 10+ endpoints; automated builds/deployments with Jenkins, Terraform, and Spinnaker supporting 20+ pipelines.
Education· 6
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