Jun Yu

at UW Professional & Continuing Education

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  • UW Professional & Continuing Education

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Biography

UW Professional & Continuing Education

I am an experienced technical leader with expertise in machine learning, paid internet marketing and recommendation system. I have a passion for applying machine learning and artificial intelligence techniques, and building innovative products to solve challenging real-world problems.

I am currently working as a senior applied scientist and tech lead at Amazon, where I lead a team of scientists and engineers to forecast sales velocity for various Amazon promotions, generate promotion recommendations for Amazon selling partners and optimize deal scheduling to maximize customer satisfaction.

Before joining Amazon, I was an MTS applied tech lead at eBay where my team built machine-learning solutions for eBay’s paid internet marketing on Google and Facebook. Our mission is to drive high quality internet traffic from outside eBay for a given fixed budget so that we maximize the return-over-investment. Our team built various ML products (including click through rate model, conversion rate model and production/customer segmentation) to optimize the bidding strategies in online ad auctions and provide personalized recommendations for various marketing channels.

I received my Ph.D in Computer Science from Oregon State University working with Dr. Weng-Keen Wong. During the Ph.D. study, my research focused on using probabilistic graphical models and crowdsourcing to predict species distribution using citizen science data and quantify the skill level of citizen scientists in the eBird project. I’ve published more than 15 papers in top-tier machine learning and citizen science conferences and journals. Please refer to the publication page for details.

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