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Madhu Sriram Sengottu Velan
Entry-Level Software Engineer specializing in backend systems and distributed services
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About
Backend/AI engineer from an early-stage Japan-based startup (WorkAI) who built a multi-tenant RAG system integrating Notion/Slack/Google Drive with Pinecone and OpenAI, including a chatbot retrieval workflow. Experienced in production reliability (rate limits, retries, verification layers), strong Python/FastAPI engineering practices, and PostgreSQL performance optimization; currently based in India and needs sponsorship.
Experience
Education
Key Strengths
- Built production RAG backend syncing multi-tenant data from Notion/Slack/Google Drive into Pinecone
- Resolved third-party API rate limiting by implementing periodic sync with hash-based change detection
- Designed reliable multi-step workflow agent with planner/execution/verification layers plus retries and escalation
- Strong Python engineering practices: layered architecture, typing (Pydantic/mypy), async FastAPI, adapters, CI, tests
- PostgreSQL performance tuning: composite indexing, query rewrite, and denormalization to improve dashboard latency
- AI production guardrails: full audit logs with correlation IDs, monitoring, strict JSON schemas, verification + fallbacks
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