I am a scientist and entrepreneur leading ML/AI teams and efforts in the Seattle area. I earned my Ph.D. in computational astrophysics from the University of Washington, developing source characterization algorithms for a NASA/DOE Gamma Ray Telescope. I then became involved in numerical simulation, modeling, Monte-Carlo particle transport, machine learning and anomaly detection, as well as in the direction of international nuclear policy. I served as project manager and science lead for numerous research efforts and was involved in development of computer vision algorithms, spatial object localization, deep learning for anomaly detection and NLP. A passion for entrepreneurialism and developing algorithms to empower business products led me to the startup world, where I have led ML/AI concepts and teams across a broad spectrum in an R&D environment, and applied descriptive and inferential statistics to marketing, and process optimization for business. I have been active in the areas of Image Generation Models (e.g. StableDiffusion) and Large Language Models (LLM) (e.g. the GPT series) for many years and am excited for the future of tech in these areas. I also produce the occasional academic paper about my research and continue to operate at the nexus of tech development, business and management.In my free time, you can often find me bicycling, participating in or helping to organize LARP events, or speaking at conventions about the nature of science and technology in pop culture and the future of the modern world.
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Founder And CtoEmpromptu.AiSeattle, Wa, Us -
Research Scientist/Data ScientistMadrona Venture Labs Feb 2024 - PresentSeattle, Washington, United States- Lead applied research efforts for the organization, innovate and develop new ML/AI functionality to projects in response to business needs - Innovate and Implement new products using GenAI/LLM Models, Generative Image Models, Neural Embedding Techniques, Supervised and Unsupervised ML, RAG and Agentic AI. - Propose and manage new research trajectories - Extract, inspect and analyze business data sets using statistical and ML techniques - Operate and develop data pipelines, design and implement test and validation protocols - Design scores and deliverable statistical products in alignment with customer goals -
Research Director4D7Ronin.Com Feb 2022 - PresentSeattle, Washington, United States- Led the development and implementation of cutting-edge AI solutions for customers - Worked extensively with AI prompting and prompt chaining techniques; LLM-based embedding techniques for Supervised and Unsupervised text clustering, DIffusion-based Image Regularization - Spearheaded the implementation and customization of commodity diffusion models, Large Language Models (LLMs) and other advanced AI concepts to drive innovation and deliver tangible results for our clients
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Principal Research Scientist / Research LeadFalkon Apr 2022 - Feb 2024Seattle, Washington, United States- Lead researcher for the organization, innovate and develop new ML/AI functionality to projects in response to business needs - Innovate and Implement new products using NLP/LLM Models, Generative Image Models, Neural Embedding Techniques, Supervised and Unsupervised ML. - Liaison between technical and nontechnical staff, propose and manage new research trajectories - Extract, inspect and analyze business data sets using statistical and ML techniques - Operate and develop data pipeline, design and implement test and validation protocols - Design scores and deliverable statistical products in alignment with customer goals -
Data Science Team Lead/Principal Data ScientistAttunely Inc. Mar 2021 - Apr 2022Seattle, Washington, United States- Research Director/Team Lead for a Team of 5 ML Engineers and Data Scientists - Handled Tactical deliverables for clients and Defined/managed the department's research trajectory - Interfaced with clients and across the organization to deliver model-based account scores and actionable insight - Operated, expanded and helped to develop an extensive data pipeline/model deployment system - Produced ML models using python, spark, AWS EMR/Batch/S3 - Conducted research toward improvements in predictive modeling, account valuation and policy optimization. -
Principal Data ScientistPioneer Square Labs Oct 2016 - May 2021Greater Seattle Area• Served as department lead for data science efforts, technical validation and product development• Thought leader and technical contributor in a variety of startups and projects. Designed and implemented Supervised and Unsupervised Machine Learning, NLP, Large Language Models (LLM), AI Prompting and Latent Space Techniques, Convolutional and Recurrent Neural Networks, and other data science solutions for a variety of new startup efforts.• Led the process of ideation, technical feasibility analysis, and early stage development for data science, artificial intelligence, machine learning, and predictive analytic projects. • Served as technical liaison and interface between technical and non-technical staff and members of the investment community. • Moved projects from proof-of-concept through development and MVP stage, developing ML pipelines and modeling endpoints in support of these products (generally Python + AWS infrastructure)• Advisor to the Pioneer Square Ventures VC fund, helping to vet concepts and provide technical due-diligence -
Senior Staff Scientist, Data Sciences And Analytics/Radiation Detection And Nucl. Sci.Pacific Northwest National Laboratory Sep 2004 - Oct 2016• Team leader with a focus on creative problem-solving and joining technically diverse staff with tasks.• Developed novel techniques for simulations, analysis, optimization and modeling across technical domains• Produced more than 50 technical documents on a variety of scientific and technical topics centering around radiation detection and detector applications• Analyzed data, methodologies and mathematical approaches for a diverse set of projects• Technical liaison to guide and direct test deployment efforts. -
Research Assistant/Grad StudentUniversity Of Washington Sep 1999 - Sep 2004 -
Freelance Network AdminSingle Point Of Contact Jul 2000 - Sep 2000
Sean Robinson, Ph.D. Education Details
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Physics -
Physics
Frequently Asked Questions about Sean Robinson, Ph.D.
What company does Sean Robinson, Ph.D. work for?
Sean Robinson, Ph.D. works for Empromptu.ai
What is Sean Robinson, Ph.D.'s role at the current company?
Sean Robinson, Ph.D.'s current role is Founder and CTO.
What schools did Sean Robinson, Ph.D. attend?
Sean Robinson, Ph.D. attended University Of Washington, Lewis And Clark College.
Who are Sean Robinson, Ph.D.'s colleagues?
Sean Robinson, Ph.D.'s colleagues are Sthiti Patnaik, Jimmy Bales.
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Sean Robinson, Ph.D.
Greater Cleveland5ohio.edu, millercoors.com, marquette.edu, goodyear.com, goodyear.com1 (800) 6XXXXXXX
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