kimberley mitchell

* Front end development (HTML / CSS / JS / AJAX / VB / ASP / VBScript / SQL) for homegrown tools and automation applications for batch process scheduling, analysis, and monitoring * Used VML and open-source graphing JavaScript package to create time-series trend charts for batch job start and end times. * Hand-coded least squares regression trend analysis code

* Conducted sophisticated SAS performance analyses of garments for ultra-clean semiconductor manufacturing; * documented findings in reports both internally and published and presented in industry publications and * conferences. (available on request)

Metis is an intensive 12 week data science program focused on machine learning, python, statistical modeling, and visualization. Completed 5 projects covering the entire data science process including inquiry formulation, data acquisition and munging, model fitting, evaluating, and interpretation, data visualization, and presentation Tools used include python, jupyter notebook, scikit-learn, statsmodels, pandas, matplotlib, seaborn, beautifulsoup, AWS, MongoDB, git and github

* Provided SQL solutions for complex Control M generated Oracle relational database (RDBMS) * Application strategy optimization using analysis of user behavior logs and operations data using trends, * correlation analysis, ROI, information visualization, business analytics, etc. * Provided trend analysis for operational data analytics; designed and developed companywide batch * optimization tool (Global Batch Analysis) Data visualization with JavaScript-based VML. * Application enhancement data architecture, business analysis and project management utilizing both SQL * Server and Oracle relational databases. * Requirements gathering, project management and release management of application enhancements. * Support, planned and unplanned maintenance and troubleshooting of web-based applications. * Kimberley Mitchell kim@who-knows.com

Overall responsibilities include all types of data analytics with the purpose of optimizing engagement with our community of educators.

Planned, designed, developed, administered and supported a successful ecommerce website including the creation of product catalog databases (sewingandvac.com, industrialsewingmachineman.com). Created relational database, user interface, administration module 3rd party shopping cart implemented on Windows web hosting company servers. Consulted on Ecommerce marketing plan including SEO and AdWords strategy

* Front end development of customer-facing e-commerce applications, Intranet content management * Created internet application interface in support of business requirements using HTML / CSS / JS / XSLT. * Performed project management for website redesign and development including site architecture.

* Planned and implemented SQC control charts, inspections, designed experiments in cooperation with engineering and operations departments in the semiconductor package assembly lines. * Identified heavy hitter manual inspection defects leading to a 90% reduction in received defects * Designed experiment to identify source of intermittent lid-popping problem caused by 3-way interaction in process parameters. * Taught Simple Statistics, Design of Inspection Plans, Statistical Quality Analysis

* Bridg-it is a start-up SaaS company that provides anti-bullying software for schools * Created dashboard data visualizations (R, AMCharts and D3.js) including design, SQL, and JavaScript * Developed strategy for data collection, data warehouse, dashboards, predictive analytics * Built logical schema for etl and data warehouse (star schemas) and worked with DBA on physical implementation (MySQL) * Deployed nginx, Shiny, D3 apps in Windows and linux (Centos) environments

* Developed reliability assessment and verification program for complex hardware/software based equipment, * utilizing nonhomogeneous Poisson process (NHPP) and Weibull models * Provided statistical support for verification of placement precision of integrated circuit chips using traditional * inferential statistics and SQC. * Developed training materials and taught class on elementary statistics to operations personnel * Wrote company-wide Reliability program manual documenting reliability verification processes, software * release requirements, reporting strategies, etc. * Developed reliability assessment program for industrial equipment, applied survival analysis statistical * modeling to both hardware and software failures.

Focused on statistical analysis. Worked as a grader for Quality Control class. Co-op for 9 quarters at ARMCO's steel mill in Ashland, Kentucky. Programmed incentive plan proposal analysis in SAS. Activities and Societies: Tau beta pi. Glee club. Co-operative program. Graduated cum laud.