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Hi, I'm Miles Murphy, a Senior AI/ML Engineer based in Ohio with 8+ years of experience building AI systems across NLP, computer vision, and MLOps. I design, train, fine-tune, and deploy scalable ML and deep learning solutions using PyTorch, TensorFlow, and AWS SageMaker, turning complex data into production-ready models that deliver real-world impact. I specialize in LLM optimization, retrieval-augmented generation, and cloud-native deployment, with a strong foundation in data science and production-grade AI across multiple domains. I enjoy collaborating with cross-functional teams to deliver reliable AI services, monitor models in production, and advocate for responsible AI.…Hi, I'm Miles Murphy, a Senior AI/ML Engineer based in Ohio with 8+ years of experience building AI systems across NLP, computer vision, and MLOps. I design, train, fine-tune, and deploy scalable ML and deep learning solutions using PyTorch, TensorFlow, and AWS SageMaker, turning complex data into production-ready models that deliver real-world impact. I specialize in LLM optimization, retrieval-augmented generation, and cloud-native deployment, with a strong foundation in data science and production-grade AI across multiple domains. I enjoy collaborating with cross-functional teams to deliver reliable AI services, monitor models in production, and advocate for responsible AI.

Miles Murphy

AI Engineer, Data Scientist, Developer, +3

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Hi, I'm Miles Murphy, a Senior AI/ML Engineer based in Ohio with 8+ years of experience building AI systems across NLP, computer vision, and MLOps. I design, train, fine-tune, and deploy scalable ML and deep learning solutions using PyTorch, TensorFlow, and AWS SageMaker, turning complex data into production-ready models that deliver real-world impact. I specialize in LLM optimization, retrieval-augmented generation, and cloud-native deployment, with a strong foundation in data science and production-grade AI across multiple domains. I enjoy collaborating with cross-functional teams to deliver reliable AI services, monitor models in production, and advocate for responsible AI.…Hi, I'm Miles Murphy, a Senior AI/ML Engineer based in Ohio with 8+ years of experience building AI systems across NLP, computer vision, and MLOps. I design, train, fine-tune, and deploy scalable ML and deep learning solutions using PyTorch, TensorFlow, and AWS SageMaker, turning complex data into production-ready models that deliver real-world impact. I specialize in LLM optimization, retrieval-augmented generation, and cloud-native deployment, with a strong foundation in data science and production-grade AI across multiple domains. I enjoy collaborating with cross-functional teams to deliver reliable AI services, monitor models in production, and advocate for responsible AI.

Available to hire

Hi, I’m Miles Murphy, a Senior AI/ML Engineer based in Ohio with 8+ years of experience building AI systems across NLP, computer vision, and MLOps. I design, train, fine-tune, and deploy scalable ML and deep learning solutions using PyTorch, TensorFlow, and AWS SageMaker, turning complex data into production-ready models that deliver real-world impact.

I specialize in LLM optimization, retrieval-augmented generation, and cloud-native deployment, with a strong foundation in data science and production-grade AI across multiple domains. I enjoy collaborating with cross-functional teams to deliver reliable AI services, monitor models in production, and advocate for responsible AI.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Senior AI/ML Engineer at Google

January 1, 2019 - December 1, 2022

Led document classification improvements (F1-score up to 35%) using Transformer-based NLP models and embedding optimization; accelerated semantic search performance by 40% via scalable vector indexing pipelines; constructed LSTM-based anomaly detection engines improving risk prediction accuracy by 20%; established MLOps workflows for retraining, validation, and monitoring, reducing system downtime by 30%; delivered BERT-based NER models improving entity extraction precision by 20%; implemented real-time incident detection systems with YOLOv3 and Twilio APIs, reducing emergency response time by 35%.

Python Developer at Paklogics

January 1, 2016 - December 1, 2018

Delivered 5+ scalable Flask and Django applications for healthcare and logistics platforms, supporting 10,000+ monthly active users; constructed 3 ETL pipelines with Pandas and PySpark processing 500K+ records daily across 8+ data sources, reducing ingestion time by 40%; optimized large-scale web data extraction using Selenium, BeautifulSoup, and Scrapy, increasing throughput by 25%.

Senior AI/ML Engineer at Pixolat LLC

January 1, 2023 - Present

Engineered multilingual NLP pipelines using BERT and GPT architectures, increasing classification accuracy by 30%; architected Retrieval-Augmented Generation (RAG) systems with LangChain and vector databases, boosting semantic search relevance by 35% across 1,000+ parsed documents.

Senior AI/ML Engineer

January 1, 2023 - Present

Led end-to-end AI/ML initiatives: architected retrieval-augmented generation (RAG) systems with LangChain and vector databases; designed multilingual NLP pipelines; built FastAPI-based microservices for LLM inference handling 1M+ monthly requests with 99.9% uptime; migrated ML pipelines to AWS SageMaker; deployed 3D CNN-based facial recognition and scene reconstruction; optimized cloud infra and container orchestration, reducing AWS costs by 30%.