Christon Ragavan

Senior Machine Learning and Software Engineer @Cloudflight

Munich, DE

Healthcare - Co-developed patient record system that achieved above 80% patient history consolidation accuracy in data consolidation. Enhanced software efficiencies in NLP domain using Med-BERT classification & NER for data extraction and consolidation pipeline to map HL7 v2 to FHIR for seamless EHR integration.•Education & Knowledge industries - Software Engineer for digital interactive learning platform & search engines. Implemented a 100% traceable knowledge system, subsequently adapted & reused across multiple projects. Implemented various AI models including BERT models. Designed microservices & seamless integration with client databases & SSO auth systems, Led deployment of Llama 2 & 3 on private clouds, optimized MLOps with MLflow & minIO. Optimized software efficiency reduced Docker build time by 50% & unit-test build time by 80%. Recognized as Docker technology expert. •Education: Sole contributor in Architect designing, developing, and integrating an advanced Speech-to-Text AI model across e-learning platforms. Engineered and deployed a microservice capable of reliably handling concurrent requests using RabbitMQ. Served as a Solution Architect Consultant for cloud migration, facilitating integrations between client and a third-party company responsible for the actual implementation.•Manufacturing Industries: Co-developed email to order invoicing automation system using Azure ML eliminating human touch points in order management process flows. Configured Azure AI services using Terraform.•Technical Business Consultant: Serving as a technical consultant during sales pitches to evaluate project scope & propose innovative solution.

Technische Universität Ilmenau

Master of Science (MSc), Media Technology

Technische Universität Ilmenau

Doctor of Philosophy - PhD, Artificial Intelligence

Karunya University

Engineer's Degree, Media Technology