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Sumer Joshi
Senior Full-Stack Engineer specializing in backend systems and AI applications
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About
Candidate is deeply focused on AI-native software development, using a deliberate planner/implementer agent workflow with tools like Cursor, Claude, and Kimi. They also built a personal project called Config Proctor, an AI-agent-driven Terraform/AWS self-healing system that identifies infrastructure configuration gaps and proposes fixes.
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Key Strengths
- Structured AI-assisted development workflow
- Strong code review discipline with AI-generated code
- Architecture planning using ADRs and task breakdowns
- Hands-on experience with planner and implementation agent setups
- Practical understanding of multi-agent tradeoffs and context-switching challenges
- Led AI agents on a personal infrastructure automation project
- Terraform and AWS configuration gap analysis
- Security-minded use of AI tools for code review
- Designed end-to-end RAG chatbot workflow from user request through retrieval and LLM synthesis
- Implemented retrieval relevance scoring using vector DB scores (Qdrant) to filter/return higher-quality results
- Real-time performance diagnosis using load testing (JMeter) and root-cause analysis
- Resolved production stability issue by replacing Guava Cache with Redis after identifying memory spikes under load
- Adapts technical demos/workshops to audience level; uses demo-first approach with deep Q&A
- Improved product adoption via UI A/B testing and iterative design changes in a healthcare context
Reference Highlights
- Eager to learn
- Takes time to understand documentation and systems
- Collaborates well with senior engineers
- Steady improvement based on feedback
- Proactively identifies potential issues
- Reliable
- Detail-oriented
- Good communicator
- Asks relevant questions and contributes ideas
- Insightful during pairing sessions (peer compliments)
- Adaptable to shifting priorities
- Takes ownership and drives investigations to resolution
- Maintains effective communication with external stakeholders
- Follows up to ensure issues remain resolved
Sumer's references speak for themselves. Let us connect you.
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