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SAI LIKHIT RENIKUNTA
Mid-level Software Engineer specializing in backend systems and AI platforms
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About
Backend/AI engineer currently at Stripe building Minions, an internal LLM-based developer agent that automates code generation, bug fixes, and PR creation. They combine strong production LLM architecture skills with reliability engineering, having improved routine PR merge times by ~40-45%, lowered post-merge bug rates by 12%, and previously built an invoice-processing pipeline that achieved 91% straight-through processing in a B2B payments context.
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Key Strengths
- Built production LLM agent workflows end-to-end
- Strong backend/API engineering for AI systems
- Scalable event-driven architecture design
- Cross-functional stakeholder management across engineering, PM, and DevOps
- Production RAG and tool-using agent expertise
- Data-driven ownership of latency and uptime metrics
- Improved routine PR merge time from 3.2 days to 1.8 days
- Reduced post-merge bug rate by 12% on agent-assisted PRs
- Drove developer satisfaction with 78% reporting reduced repetitive work
- Methodical production incident response and root-cause analysis
- Built reliable document/invoice extraction pipelines for messy real-world inputs
- Designed robust validation and error-handling patterns for payments workflows
- Achieved 91% straight-through processing in invoice automation
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