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Satya Satya

@satyasatya

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ML Engineer at Amnet Digital building production AI applications, including document processing and RAG chatbots.

India

Message

At Amnet Digital, I design and deploy Machine Learning and Generative AI applications across AWS, RunPod, and E2E Cloud. I developed OCR, translation, and validation pipelines using asynchronous microservices for intelligent document processing.

I also built enterprise chatbots and PDF question-answering applications with Amazon Bedrock, LangChain, and RAG. My work includes event-driven ML pipelines and a YOLOv8 and Flask application for empty shelf detection and inventory monitoring.

Experience

Work history, roles, and key accomplishments

Current

ML Engineer

Current

Amnet Digital

Jun 2023 - Present (3 years 4 months)

Designed and deployed Machine Learning and Generative AI applications across AWS, RunPod, and E2E Cloud for scalable production deployments. Built FastAPI and Flask microservices using Docker and deployed on Amazon ECS, Fargate, and EC2 for scalable ML model serving.