Michael Frederick Email & Phone Number

• Excerpt from a client’s review: “The analysis was in-depth, prompt, and professional. He communicated timelines clearly and always delivered on time.”• Created 20+ machine learning models to model and predict user behavior• Built a python web scraping program to extract and clean data from 1.8 million websites• Collaborated on a Jupyter Notebooks financial analysis tool with back testing• Analyzed usage data on a wearable device to make marketing insights and… Show more • Excerpt from a client’s review: “The analysis was in-depth, prompt, and professional. He communicated timelines clearly and always delivered on time.”• Created 20+ machine learning models to model and predict user behavior• Built a python web scraping program to extract and clean data from 1.8 million websites• Collaborated on a Jupyter Notebooks financial analysis tool with back testing• Analyzed usage data on a wearable device to make marketing insights and recommendations• Communicate technical findings to clients Show less

Redmond, Washington, United States

• Completed 30+ full research cycle studies on VR/AR software, hardware porotypes, and predictive AI, including literature reviews, study design, recruitment, data analysis, and more• Analyzed 5+ studies in R and Python using multivariate statistics, natural language processing, machine learning, and mixed effects models• Experience executing and analyzing both qualitative and quantitative research, including usability studies, survey research, diary studies, prototype benchmarking… Show more • Completed 30+ full research cycle studies on VR/AR software, hardware porotypes, and predictive AI, including literature reviews, study design, recruitment, data analysis, and more• Analyzed 5+ studies in R and Python using multivariate statistics, natural language processing, machine learning, and mixed effects models• Experience executing and analyzing both qualitative and quantitative research, including usability studies, survey research, diary studies, prototype benchmarking, focus groups, digital ethnography, structured and semi-structured interviews, and A/B testing.• Managed fast-paced data collection in up to 5 projects in parallel• Created Python programs to fix 5 separate roadblocks that allowed us to meet deadlines• Built 10+ Python programs to automate data analysis and other tasks to save 100+ hours of work• Collaborated cross-functionally with research, engineering, and management teams• Tracked KPIs for a large research program and regularly updated stakeholders• Created automated ETL (extract, load, & transform) operations using Python to clean and validate data, converting raw data to be analysis-ready• Created Python scripts to automate NoSQL database operations Show less

Cheney, Washington, United States

• Collaborated on 15+ academic papers, posters, and book chapters• Demonstrated attention to detail by catching and correcting 2 critical errors in research data• Saved the lab $230+ with creative solutions for programming research survey studies• Designed and programmed 6+ Qualtrics research surveys• Analyzed 4+ datasets in R using multivariate statistics, regression, power analysis, mediation analysis, and hypothesis testing• Completed an end-to-end independent research… Show more • Collaborated on 15+ academic papers, posters, and book chapters• Demonstrated attention to detail by catching and correcting 2 critical errors in research data• Saved the lab $230+ with creative solutions for programming research survey studies• Designed and programmed 6+ Qualtrics research surveys• Analyzed 4+ datasets in R using multivariate statistics, regression, power analysis, mediation analysis, and hypothesis testing• Completed an end-to-end independent research project including literature review, IRB approval process, study design, recruitment, analysis, and presentation of findings at a conference• Helped another lab member program their study in Qualtrics in 1 day and complete IRB approval, allowing them to meet their deadline Show less

Seattle, Washington, United States

Seattle

• Collected, modeled, and analyzed data for 8 Kinetic-Aptazyme devices

• Assisted in engineering a protein to bind to mRNA21, for use in regulating RNA levels

Bachelor'S Degree, Chemical Engineering, 3.7

Bachelor'S Degree, Psychology, 4.0