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Ashay Panchal
Mid-level Software Engineer specializing in AI-driven distributed systems
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About
Backend engineer who built a high-stakes, privacy-first platform at be Still Analytics for survivors of domestic violence, emphasizing anonymity, security, and reliability. Experienced with GenAI backends (LangChain + AWS Bedrock) including RAG to prevent hallucinations, plus cloud-native scaling (Docker/Kubernetes) and cost-saving migrations from legacy VMs to serverless (30% reduction).
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Key Strengths
- Designed high-security backend for domestic violence survivor support (privacy/anonymity focused)
- Cloud-native backend architecture across logic/AI/data layers (Node.js + LangChain/Bedrock + DynamoDB)
- Implemented RAG to mitigate LLM hallucinations and improve answer grounding
- Built scalable FastAPI services with Docker and Kubernetes for high availability
- Led legacy VM to serverless migration, reducing costs by 30% and improving scalability
- Multi-tenant security design using FastAPI + PostgreSQL with schema-based isolation
- Strong focus on low-latency data access and reliability via monitoring and optimized schemas
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1 publication
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