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SaiTeja Alavala
Mid-level AI/ML Engineer specializing in risk, fraud detection, and Generative AI
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About
Built and deployed an LLM-powered RAG document intelligence/search platform for banking risk & compliance teams, emphasizing sensitive-data handling, traceability, and conservative fallback logic to minimize hallucinations; deployed via Docker/REST on AWS and cut manual review effort by 35%. Also partnered with TD Bank marketing to deliver an AI customer segmentation solution that improved targeted campaign engagement by 18%.
Experience
Education
Key Strengths
- Built and deployed production RAG system for banking risk/compliance document search (Docker + REST on AWS)
- Reduced manual review effort by 35% while maintaining high answer reliability in a regulated environment
- Strong hallucination-mitigation approach: tuned retrieval + constrained prompts + confidence-based fallback + citations
- Designs reliable, modular LLM workflows with repeatable testing and business-aligned evaluation metrics
- Hands-on orchestration experience (LangChain, Airflow, AWS) with reliability patterns (retries, idempotency, observability)
- Cross-functional delivery with non-technical stakeholders; improved marketing campaign engagement by 18% via AI segmentation at TD Bank
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