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Ethan MahmoodEM
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Ethan Mahmood

@ethanmahmood

Lead AI/ML Engineer at X2 Logics who developed enterprise AI platforms, RAG solutions, and agentic AI systems.

United States
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At X2 Logics, I lead and develop enterprise AI/ML architecture, technical strategy, and production platform design. I built end-to-end ML pipelines and developed Generative AI and RAG solutions using LLMs, embeddings, and vector databases.

I also engineered agentic AI systems with tool calling, multi-agent orchestration, memory, and human approval. I implemented MLOps/LLMOps practices and optimized model serving for production deployments.

At Ambience, I developed machine learning and deep learning models, plus NLP and Generative AI solutions including LLM assistants, document processing, and semantic search. I also developed AI-driven engagement workflows for lead generation, prospect scoring, and CRM automation.

Earlier, at Modal, I built end-to-end ML pipelines and trained models for classification, forecasting, and anomaly detection. I also developed NLP pipelines and computer vision solutions, deploying ML applications with Docker, Git, and CI/CD.

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Education

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University of Florida logoUF

University of Florida

Master of Science, Data Science

Master of Science in Data Science from the University of Florida.

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