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Shram Kadia
Junior Software Engineer specializing in ML, RAG systems, and safety-critical risk modeling
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About
Backend/cloud engineer from Resilient Tech with hands-on experience deploying REST APIs and database migrations into a live ERP used by real customers while maintaining 99% uptime. Has debugged intermittent AWS container timeouts down to security group/load balancer misconfigurations, and has extended Python in an ERPNext system to meet GST/e-invoicing compliance requirements with strong customer collaboration.
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Key Strengths
- Production deployment of APIs and database changes with 99% uptime
- Designing backward-compatible API/schema changes and rolling out behavior changes gradually
- Systematic cross-layer debugging (app, containers, networking) in AWS environments
- Stabilizing distributed systems via staging traffic replication, incremental rollouts, and enhanced monitoring
- Customer-facing ERP customization in Python for compliance (GST/e-invoicing) with robust failure handling
- Translating customer workflows and failure cases into validation rules and acceptance criteria
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