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Sahana Mudduluru
Mid-level Full-Stack Engineer specializing in cloud-native FinTech analytics
McKinney, TXFull Stack Engineer5 years experienceMid-LevelWeb DevelopmentFinancial ServicesFinTech
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About
Full-stack/ML-leaning engineer who has shipped production-grade real-time analytics and an internal AI support assistant using RAG over enterprise documentation. Demonstrates strong systems thinking across scalability, reliability, observability, and LLM safety/evaluation (thresholded retrieval, RBAC, response validation, regression-gated evals), with concrete iteration based on performance metrics and user feedback.
Experience
Full Stack EngineerMartingale Solution Group
Software EngineerKode Systems
Data EngineerProwesys Inc
Software DeveloperTATA Communications
Education
The University of Texas at Dallasmaster, Information Systems and Management (2023)
SSN College of Engineering (Anna University)bachelor, Electronics and Communication (2018)
Key Strengths
- Owned end-to-end delivery of near real-time analytics ingestion/reporting (idea to launch to iteration)
- Architected scalable event-driven pipelines balancing latency vs cost/complexity (Kafka-based)
- Performance tuning at scale (SQL optimization and indexing to address query slowdowns with growing data volume)
- Built production RAG support assistant grounded in internal documentation with vector search and embeddings
- Strong LLM safety/quality engineering (relevance thresholds, constrained prompting, RBAC filtering, response validation, safe fallbacks, clarification flows)
- Designed evaluation loop with real user queries, SME review, quality metrics, and regression gating; improved retrieval by fixing chunking strategy
- Implemented reliability and observability in data pipelines (retries, DLQs, logging/monitoring/alerting)
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