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Manali Shetye
Mid-level Applied AI & Data Engineer specializing in automation and enterprise analytics
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About
Backend engineer with experience evolving a high-volume agricultural loan processing platform (APMS) at HDFC Bank, emphasizing transactional integrity, auditability, and modularity while integrating with credit bureaus, document management, and risk engines. Also improved automation/reporting robustness at Trend Micro by catching duplicate-event retry edge cases and adding idempotency safeguards.
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Key Strengths
- Designed/evolved end-to-end financial loan processing backend with strong reliability and auditability goals
- Makes explicit architecture tradeoffs (consistency over latency; relational storage for constraints/auditability; incremental evolution over rewrite)
- Builds reliable, secure, frontend-friendly APIs using strong schema validation and consistent error handling (FastAPI)
- Leads low-risk incremental refactors with backward-compatible interfaces, side-by-side validation, and feature-flagged rollouts
- Improved workflow robustness by identifying duplicate-event failure mode and implementing idempotency checks
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