I'm Shruti, a software engineer who builds at the intersection of AI, backend systems, and product engineering.
I enjoy turning fuzzy ideas into dependable software: an interface people understand, an API that behaves predictably, an AI workflow that can be evaluated, and infrastructure that tells us when something goes wrong. My work spans agentic AI, LLM applications, distributed services, real-time products, data pipelines, and developer tooling.
shruti = {
"building": ["AI-native products", "distributed backends", "developer infrastructure"],
"cares_about": ["reliability", "clear system boundaries", "useful interfaces"],
"currently_exploring": ["agent evaluation", "MCP", "observable AI systems"],
"open_to": "software and AI engineering opportunities",
}More of my toolkit
LLMs · RAG · MCP · Agent orchestration · Evaluation · Guardrails · gRPC · WebSockets · SSE · PySpark · Airflow · dbt · Snowflake · OpenTelemetry · Prometheus · Grafana
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Ask advertising questions in plain English and receive grounded results with supporting rows, citations, confidence, and explicit limitations.
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Privacy-conscious observability across request, retrieval, and model boundaries, designed to isolate failures rather than create new ones.
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🧠 cppkvA multithreaded C++ key-value server exploring sharded locking, worker pools, TTL, persistence, crash recovery, and performance tradeoffs.
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A real-time visual workspace that keeps concurrent clients synchronized through WebSockets and a durable backend.
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flowchart LR
A[Useful product] --> B[Clear boundaries]
B --> C[AI + data workflow]
C --> D[Observable services]
D --> E[Tests + evaluation]
E --> F[Production confidence]
style A fill:#9D83FF,stroke:#9D83FF,color:#07090D
style F fill:#C9FF5A,stroke:#C9FF5A,color:#07090D
- Start with the user decision, not the trendiest framework.
- Define retries, fallbacks, approvals, and recovery as part of the design.
- Evaluate the full path: retrieval, model output, latency, cost, and operations.
- Leave behind reproducible setup, tests, and honest technical tradeoffs.