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Aishwarya Sheelvant
Junior Backend & Data Engineer specializing in cloud infrastructure and ML pipelines
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About
Built a GenAI/RAG-based ESG questionnaire-answering agent at C3.ai, including a React dashboard with role-based access and human-in-the-loop verification by showing supporting source paragraphs. Reported outcomes included cutting a 4–5 week manual process down to about a week (~90% labor reduction) and a client-reported ESG rank improvement from 7th to 3rd.
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Key Strengths
- Shipped GenAI agent that automated ESG questionnaire completion using company documents
- Built React dashboard enabling review/edit/approval workflow with role-based views
- Designed human-in-the-loop reliability approach by surfacing retrieved supporting paragraphs for verification
- Delivered major cycle-time reduction (4–5 weeks of work reduced to ~1 week; ~90% labor eliminated)
- Implemented data pipelines with normalization/validation and safeguards for missing data (limit checks, flat-lining alerts)
- Contributed to measurable client outcome: ESG rank improvement from 7th to 3rd (per client report)
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