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Rashi Agrawal
Mid-Level Full-Stack Software Engineer specializing in distributed systems and cloud-native microservices
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About
Backend engineer (4 years) who built an end-to-end Python backend for a patent-pending in-car massager/heater system, including GraphQL data modeling and Bluetooth integration with an ESP32 microcontroller (reverse engineered a niche protocol). Also has strong platform experience: on-prem Kubernetes/CI-CD (Jenkins/GitLab, exploring ArgoCD GitOps), Terraform-based infra workflows, a RabbitMQ messaging library used across microservices, and an on-prem migration of ~30 critical applications with rollback/parallel-run strategy.
Experience
Education
Key Strengths
- Owned end-to-end Python backend for an in-vehicle massager/heater system (patent pending)
- Reverse engineered a niche Bluetooth protocol to integrate with ESP32 controller
- Performance optimization via pattern compression and symmetry mirroring to reduce transfer time/lag
- Safety-focused engineering: validation + checksums to prevent corrupt programs
- Built and standardized a RabbitMQ messaging library adopted across multiple microservices
- Designed reliability mechanisms for messaging: retries, acknowledgements, sequencing/timestamps for out-of-order handling
- On-prem Kubernetes experience from cluster setup through namespaces and microservice deployments
- Led/participated in migration of ~30 critical applications with parallel-run and rollback planning
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