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Leelakarthik Devisetty
Mid-level AI/ML Engineer specializing in LLMs, RAG pipelines, and MLOps
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About
Data professional with ~4 years of experience, most recently at AIG (insurance), building ML/NLP systems for fraud detection and policy automation using transformers, CNNs, and clustering/anomaly detection. Also developed a RAG-based knowledge retrieval system, iterating across embedding models and moving to production based on precision and latency SLAs, then containerizing and deploying with SageMaker and CI/CD.
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Key Strengths
- Insurance-domain ML/NLP delivery (fraud detection + policy automation)
- Built RAG-based knowledge retrieval system and productionized it with SageMaker + CI/CD
- Data-driven prototype-to-production decisions using precision and latency SLAs (90%+ precision, ~4s response)
- Production-grade data workflow design (Airflow, Spark, GCP Dataflow) with testing, logging, and data quality checks
- Applied embeddings + FAISS semantic similarity search to improve entity linking across varied naming/semantics
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