John Hou Email & Phone Number

Cypress, Ca, Us

Culver City, Ca

• Developed multiple analytics packages that are used in production, delivering over 2000 models per month, on average.• Credited as the primary contributor/maintainer for the Global Science Organization's clustering analysis product.• Refactored algorithm code of predictive Typing Tool model to improve run time by over 30%.• Created the company's 1st fraud detection machine learning model.• Designed a Google Cloud Platform workflow to deploy a custom analytics platform into production.• Appointed product lead for the company's segmentation evaluation system.• Awarded the Ipsos Applause Award twice (March 2020, May 2021) for efforts in helping other teams produce and deliver client deliverables on time.

Commerce, Ca

• Designed experiments to test cutting tool and materials combinations, decreasing tool breakages by 20%.• Created testing procedures for new drill brazing techniques, increasing drill life by 35%.• Sourced new vendors to reduce outside process turnaround times by 15%.• Led a team of 7 employees.

Gardena, Ca

• Created automated reporting system to monitor key performance metrics.• Developed new performance metrics to monitor delivery rates, improving on time production to 96%.• Led a company of 60 employees.

Data Science

DSI is a 12-week intensive program focusing on data and statistical analysis/visualization, machine learning modeling/algorithms.

Computer Science

Completed coursework for transfer as a Computer Science major. Classes included: C++, Data Structures, Assembly Language, HTML/CSS.

Bachelor'S Degree, Psychology