TR
Tridev Rapeti
@3dev
AI Software Engineer | Production LLMs & Agentic AI | LangGraph • RAG • AWS Bedrock • SageMaker | ML Infrastructure • PyTorch • Python
Profile links
Experience
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AI Software Engineer
• Architected multi-agent LangGraph swarms on AWS Bedrock to autonomously generate Snowflake-powered business reports, reducing manual finance reporting effort by 60%. • Deployed an LLM-as-Judge evaluation framework using Amazon SageMaker, achieving 50x testing throughput versus manual review across dispatching and ETA prediction models. • Built Shadow Mode canary release infrastructure…
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AI Software Engineer
• Built end-to-end RAG pipelines using LangChain and Pinecone for Fortune 500 clients, reducing document retrieval latency by 40% and improving answer accuracy significantly. • Engineered enterprise data ingestion workflows via Apache Airflow and Unstructured.io, processing messy PDF and SharePoint data into clean, indexed vector embeddings at scale. • Deployed…
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