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Aarya Tallada
Entry-Level Software Engineer specializing in backend platforms for Financial Services
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About
At Citi, helped lead the productionization of an internal LLM-driven automation workflow into a production-ready developer platform, focusing on determinism/reproducibility, security, and cost controls. Implemented prompt versioning/registry, JSON schema validation, sanitization, and deep telemetry (including manual edit-distance) plus human-in-the-loop review and phased rollout—driving major SDLC efficiency gains (e.g., test script creation cut from ~1 week to ~1 day).
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Key Strengths
- Took internal LLM automation from fragile prototype to production-ready platform (Citi)
- Designed hardened LLM architecture with prompt registry, schema validation, sanitization, and versioning
- Built robust feedback loops: telemetry, failure categorization, and human-in-the-loop review UI
- Strong observability-first troubleshooting approach (traceability, replay via logs/request IDs, containment/rollback)
- Phased rollout and adoption strategy using pilot teams and workflow-integrated UX to reduce cognitive load
- Quantified impact: reduced Gherkin automation script development from ~1 week per feature to ~1 day
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