Srilalitha Nanjangud Subbaswamy

About

Early-career software engineer with experience at Cognizant and hands-on ownership of both enterprise backend systems and production LLM workflows. Built an internal certificate monitoring platform to reduce outage risk, and separately shipped a personalized news summarization/recommendation system that cut reading time by 60% and improved CTR@10 by 22%.

Key Strengths

• End-to-end ownership of enterprise deployments from discovery through post-launch stabilization
• Cross-functional stakeholder management with security, operations, and DevOps teams
• Built certificate monitoring platform integrating AWS ACM and Azure Key Vault
• Production LLM pipeline design combining summarization, retrieval, ranking, and API services
• Strong observability and incident debugging across multi-stage AI/data pipelines
• Implemented resilient fallback and quality-control patterns for non-deterministic LLM behavior
• Improved news reading efficiency by about 60%
• Increased CTR@10 by 22%
• Focused on measurable reliability, latency, and engagement outcomes
• Designed robust ingestion workflows for messy, inconsistent real-world content
• End-to-end ownership of backend architecture, data pipelines, and deployment
• Built modular FastAPI services with async endpoints to parallelize inference and I/O
• Implemented caching (summaries/embeddings/trending topics) achieving ~4x latency reduction
• Designed fault-tolerant ETL with validation, fallback parsing, retries, and monitoring/notifications
• Production Kubernetes deployments with Docker + GitHub Actions CI and ArgoCD GitOps rollouts
• Migration experience from EC2-based deployments to containerized/orchestrated environments (ECS/Kubernetes) with health probes and stepwise monitoring
• Real-time streaming pipeline using producer/consumer pattern with consistency controls (idempotency, timestamp ordering) and FAISS index updates

Experience

Education

Skills

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Publications

1 publication