I am a Data Science master's graduate specializing in Artificial Intelligence with hands-on experience developing machine learning and LLM-based systems. I thrive at building end-to-end ML pipelines, creating high-quality datasets, training and evaluating models, and deploying AI solutions using Python and modern ML frameworks. I have hands-on experience with retrieval-based systems, backend integration, and Dockerized deployment, with a strong focus on building reliable, production-ready AI solutions. My Master's thesis at FAU Erlangen-Nürnberg explored a full-stack Graph-RAG architecture, and I have developed RAG-based systems for financial data analysis and CNN-based medical imaging projects.

Samarth Subramani Nagarathna

I am a Data Science master's graduate specializing in Artificial Intelligence with hands-on experience developing machine learning and LLM-based systems. I thrive at building end-to-end ML pipelines, creating high-quality datasets, training and evaluating models, and deploying AI solutions using Python and modern ML frameworks. I have hands-on experience with retrieval-based systems, backend integration, and Dockerized deployment, with a strong focus on building reliable, production-ready AI solutions. My Master's thesis at FAU Erlangen-Nürnberg explored a full-stack Graph-RAG architecture, and I have developed RAG-based systems for financial data analysis and CNN-based medical imaging projects.

Available to hire

I am a Data Science master’s graduate specializing in Artificial Intelligence with hands-on experience developing machine learning and LLM-based systems. I thrive at building end-to-end ML pipelines, creating high-quality datasets, training and evaluating models, and deploying AI solutions using Python and modern ML frameworks.

I have hands-on experience with retrieval-based systems, backend integration, and Dockerized deployment, with a strong focus on building reliable, production-ready AI solutions. My Master’s thesis at FAU Erlangen-Nürnberg explored a full-stack Graph-RAG architecture, and I have developed RAG-based systems for financial data analysis and CNN-based medical imaging projects.

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Language

English
Fluent

Work Experience

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Education

Master's in Data Science at FAU Erlangen-Nürnberg
January 1, 2022 - December 22, 2025

Qualifications

Azure AI Fundamentals
January 11, 2030 - December 22, 2025
Oracle Gen AI Certified
January 11, 2030 - December 22, 2025

Industry Experience

Software & Internet, Education, Professional Services, Media & Entertainment