Eric Bunch Email & Phone Number

Boston, MA, US

San Francisco, California, US

Madison, WI, US

• Led ML initiative in document management system migration. Working closely with business partners to define problems, solutions, and timelines for deliverables. Building APIs to serve custommodels to identify, tag, and.
• Built human-in-the-loop topic discovery tool for use by business partners to explore and analyzeunstructured text. Tool uses a modifiable version of LDA that incorporates word vector
• Led research initiative on applications of metric space magnitude to ML. Magnitude is an extremely new object of study in the pure math community, and our team is the first to apply this area to data science and ML..

Consulted on the book The Day it Finally Happens, by Mike Pearl. Created data visualizations and consulted on some analyses in the book.

Leawood, KS, US

• Customer prospecting for lending product. Used data company financials, industry trends, risk factors and user interactions to target companies for the capital solutions team to reach out to.
• User targeting for multi-channel marketing. Used ALS recommender system implemented in PySpark in parallel with LSTM model built in PyTorch. Led to increases in sales cycle speed and in understanding factors driving.
• Analyzed customer behavior in webapp, including metric dashboarding, activity segmentation & clustering, chat text mining, customer recommendation system, and A/B tested feature implementations. Visualized results.
• Collaborated with others on data team, performing ad hoc analyses, marketing visualizations, corporate risk underwriting, data enrichment, entity resolution.

New York, NY, US

• Advised learners about courses including those on HTML+CSS, JavaScript, jQuery, Python, Ruby, PHP,SQL, Git, Java, AngularJS, Ruby on Rails.
• Prioritized multiple tasks and remained detail oriented while under pressure.
• Worked as a team with other advisors to ensure quality and speed of responses to learners.

Manhattan, KS, US

My thesis studied monoids in a monoidal category by leveraging tools and techniques from the theory of algebraic geometry and techniques pioneered by my advisor.

Manhattan, KS, US

I have taught a wide variety of math courses, including the Calculus sequence, College Algebra, and Differential Equations. I have assisted with teaching Introduction to Analysis, and have experience with giving lectures in a large lecture hall.

Lausanne, Vaud, CH

Doctor Of Philosophy (Ph.D.), Mathematics

Bachelor’S Degree, Mathematics