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Ankita A Khartmol
Junior Backend Software Engineer specializing in conversational AI and cloud APIs
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Backend/ML-focused software engineer who built and evolved a Python/FastAPI backend for a large-scale conversational AI platform, decoupling API and inference services to improve stability and deployment velocity. Experienced in production hardening (timeouts/fallbacks/monitoring), secure multi-tenant systems (JWT/RBAC/RLS), and low-risk migrations using shadow deployments and incremental traffic ramp-ups.
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Key Strengths
- Designed decoupled API and ML inference architecture to improve scalability and deployment safety
- Scaled conversational AI backend to 1M+ production requests with reduced latency
- Improved reliability under peak traffic via timeouts, fallbacks, and failure isolation
- Led monolith-to-modular refactor with backward compatibility, feature flags, and shadow-mode rollout
- Production-grade security implementation: JWT auth, RBAC, strict input validation, rate limiting
- Implemented multi-tenant row-level security to prevent cross-tenant data leakage
- Proactive edge-case discovery (accents/noisy inputs) using production log analysis and synthetic tests
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