Experience | James Miller

Utrecht, Netherlands | 03/2023 – 09/2025

Designed and deployed end-to-end ML pipelines for predictive analytics, NLP, and computer vision.
Built real-time inference APIs (FastAPI + Docker), reducing response latency by 35%.
Engineered & fine-tuned LLMs and transformers (BERT, GPT, LLaMA) for chatbots, classification, and summarization.
Processed 10M+ records with advanced data pipelines, boosting model accuracy by 20%.
Implemented CI/CD and MLOps best practices with MLflow, Kubeflow, and Airflow.
Researched & prototyped emerging AI trends (RAG, multimodal models, generative AI).
Led cross-functional teams in integrating AI models into production, ensuring scalability and efficiency.

Utrecht, Netherlands | 12/2021 – 02/2023

Developed full-stack applications with React, Node.js, and integrated APIs.
Optimized database performance (MongoDB, MySQL, MSSQL).
Built & maintained RESTful APIs and GraphQL endpoints.
Delivered features in Agile sprints, resolving critical performance issues.
Mentored junior developers, improving code quality and accelerating delivery cycles.

Amsterdam, Netherlands | 06/2019 – 11/2021

Experience & Education