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Sriman Ujhanthachhen
Intern Software Engineer specializing in AWS cloud architecture and GenAI systems
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AWS Solutions Architect intern who advised customers on securing a multi-tenant LLM-based SaaS, including isolation strategy tradeoffs and production guardrails against prompt injection. Has experience investigating a prompt-injection incident using logs/traces and TTP-style documentation, and designing scalable SDK/agent integrations via asynchronous worker architecture with prompt versioning.
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Key Strengths
- Advising customers on multi-tenant isolation tradeoffs (security vs cost/compute)
- Hands-on LLM app security controls (guardrails, prompt injection mitigation, token rate limiting)
- Incident investigation using logs/traces and TTP-based reporting for fast engineering escalation
- Architectural decision-making for successful integrations (async worker separation, independent scaling)
- Operational rigor in onboarding multiple customers (grouping similar products, tracking risks in Quip, timelines in Jira)
- Clear stakeholder communication during delays (early escalation, status updates with mockups)
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