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Richa Chanpuriya
Mid-level Backend/Agentic AI Engineer specializing in GenAI automation and RAG systems
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About
Built and shipped a production AI-driven privacy automation system that autonomously navigates data broker sites to submit opt-out/data deletion requests end-to-end, including robust CAPTCHA detection/solving (e.g., reCAPTCHA/hCaptcha/Cloudflare) via 2Captcha. Experienced in orchestrating stateful LLM agent workflows with LangGraph and hardening them for production with strict state management, retries/fallbacks, validation layers, and database-backed observability/audit logs, collaborating closely with legal/compliance stakeholders.
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Key Strengths
- Built and deployed a fully autonomous AI + browser automation platform for data broker opt-out/data deletion
- Deep practical expertise making LLM agents reliable in inconsistent real-world web environments
- CAPTCHA handling as a production-grade subsystem (detection, solver integration, resilience)
- Designs stateful multi-step agent workflows with orchestration (LangGraph) and explicit control flow
- Production hardening: strict state schemas, externalizing large state, retries/fallbacks/timeouts to prevent infinite loops
- Adds observability and auditability via per-node execution logging and failure categorization
- Reliability-focused testing strategy using mocks plus scenario/edge-case testing against known websites
- Aligns technical metrics to business goals (success rate, latency breakdowns, cost per successful task, token usage)
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