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Nidhi Sura
Junior Software Engineer specializing in AI platforms, distributed systems, and cloud infrastructure
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About
Software engineer with limited robotics background but deep experience building end-to-end document ingestion and image understanding systems, including a CAD-specific pipeline using a custom model to extract components and bounding boxes for user-facing visualization and Q&A. Also brings strong infrastructure/DevOps skills (Docker, Kubernetes, GitHub Actions, Terraform) with emphasis on reliability, cost optimization, and uptime.
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Key Strengths
- End-to-end ownership of scalable image understanding/CAD pipeline
- Designed robust two-level image classification to reduce misclassification failures
- Built custom CAD model extracting tags/components with bounding boxes for downstream Q&A
- Strong DevOps/platform execution: Docker + CI/CD + GitHub Actions + Terraform deployments
- Kubernetes optimization (right-sizing) and Karpenter tuning for cost and uptime
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